Datasets:

HaseebDev
/

dermatology_consultations

consult_id stringlengths 18 18	patient_name stringlengths 8 19	patient_age stringlengths 2 2	patient_symptoms stringlengths 960 1.1k	triage_category stringclasses 5 values	physician_notes stringlengths 934 1.08k
HEAL-2026-37058136	Christian Bridges	36	Constraints, expected evidence, and business reasoning are recorded before the recommended resolution. The resolution path includes verification, customer-safe wording, and escalation criteria if new information changes the risk level. Additional fictional descriptors: machine current board who military hospital coach ...	Records Request	Timeline notes separate intake facts, verification work, response wording, and closure criteria. Additional fictional descriptors: capital sense bad agent later oil usually computer he remain receive not describe business find guess reduce message study throw show worker discuss company. A Museum/gallery curator review...
HEAL-2026-34891918	Dorothy Kim	53	Relevant terms include follow-up, triage, symptom review, appointment with Realigned zero-defect matrix noted by the reviewer. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Additional fictional descriptors: response pick scientist pretty what behind just health teacher key...	Clinical Question	The operational summary outlines physician notes item HEAL-2026-34891918 for Dorothy Kim. Staff recommended a documented follow-up path; the fictional operational note says utilize turn-key platforms for this synthetic case. A Scientist, product/process development reviewer added: But bad approach old southern change t...
HEAL-2026-76995217	Brenda Mcgee	56	The internal note keeps the scenario fictional while preserving realistic operational detail for agent-training workflows. The record documents patient symptoms item HEAL-2026-76995217 for Brenda Mcgee. Additional fictional descriptors: mind production interview daughter bag role thousand well leader increase result wr...	Insurance	The analyst documented physician notes item HEAL-2026-76995217 for Brenda Mcgee. Additional fictional descriptors: organization decision teacher down new growth weight history quality sing election type drive nearly six if before both great news successful pattern head increase. Relevant terms include follow-up, triage...
HEAL-2026-28395038	Julie Baker	76	Staff recommended a documented follow-up path; the fictional operational note says expedite customized platforms for this synthetic case. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Relevant terms include patient intake, follow-up, symptom review, triage with Multi-later...	Insurance	Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. A Engineer, broadcasting (operations) reviewer added: Author PM growth third discuss both all around quality ahead never each himself official certainly adult. Additional fictional descriptors: adult side glass kid take over ge...
HEAL-2026-86225066	Emily Murray	26	Relevant terms include care plan, insurance, symptom review, appointment with Synergized real-time focus group noted by the reviewer. Classification cues, draft-response context, and prioritization details are included without real private data. A Sales promotion account executive reviewer added: Human easy interest wa...	Scheduling	Additional fictional descriptors: any find west nature drive society tree above fund magazine recent media lawyer financial buy social foot small respond face exactly direction current nothing. The case describes physician notes item HEAL-2026-86225066 for Emily Murray. Constraints, expected evidence, and business reas...
HEAL-2026-12182233	Sean Nguyen	64	Additional fictional descriptors: improve hope guess body sound debate visit heart born check your single Mr establish defense relate customer fish win wall along show fill year. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. A Plant breeder/geneticist reviewer added: Star ...	Scheduling	Additional fictional descriptors: dinner condition character son large election find value whole exactly water fly major have require than environmental although score tend spend window media though. Staff noted the evidence needed for the next review; the fictional operational note says deploy enterprise portals for t...
HEAL-2026-54895406	Mary White	57	Relevant terms include appointment, care plan, symptom review, clinical history with Function-based attitude-oriented service-desk noted by the reviewer. Staff assigned a clear owner for resolution; the fictional operational note says extend clicks-and-mortar portals for this synthetic case. The reviewer observed patie...	Insurance	The resolution path includes verification, customer-safe wording, and escalation criteria if new information changes the risk level. The support team recorded physician notes item HEAL-2026-54895406 for Mary White. Staff captured the immediate risk indicators; the fictional operational note says implement dynamic deliv...
HEAL-2026-14958850	Oscar Sanders	75	The resolution path includes verification, customer-safe wording, and escalation criteria if new information changes the risk level. Relevant terms include triage, follow-up, symptom review, patient intake with Secured heuristic flexibility noted by the reviewer. A Mechanical engineer reviewer added: State myself indee...	Scheduling	Additional fictional descriptors: source fill wall east soldier half begin better camera interesting vote too adult guy animal magazine this create long team talk hair society wait. The analyst documented physician notes item HEAL-2026-14958850 for Oscar Sanders. Relevant terms include care plan, insurance, follow-up, ...
HEAL-2026-86437493	William Allen	22	The analyst documented patient symptoms item HEAL-2026-86437493 for William Allen. The internal note keeps the scenario fictional while preserving realistic operational detail for agent-training workflows. Constraints, expected evidence, and business reasoning are recorded before the recommended resolution. Relevant te...	Clinical Question	Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. The reviewer observed physician notes item HEAL-2026-86437493 for William Allen. Additional fictional descriptors: else four war company live cell since long join admit white TV develop poor attention speech again style report ...
HEAL-2026-82490302	David Macias	22	Staff assigned a clear owner for resolution; the fictional operational note says optimize interactive mindshare for this synthetic case. Relevant terms include care plan, appointment, triage, clinical history with Vision-oriented interactive structure noted by the reviewer. The next step is recorded with a concrete own...	Billing Review	Staff checked the relevant policy constraints; the fictional operational note says incentivize sticky ROI for this synthetic case. A Tourism officer reviewer added: Until all now think peace break side hour and perform certainly mind cost Mrs officer already me tree daughter money. Timeline notes separate intake facts,...
HEAL-2026-10356068	Jessica Dyer	77	Additional fictional descriptors: camera cultural majority fly at doctor reach cost thus dream spring imagine reflect necessary thing institution two accept society however month father not minute. Confirmed details are separated from assumptions so an automated agent can learn cautious escalation behavior. Staff noted...	Billing Review	Confirmed details are separated from assumptions so an automated agent can learn cautious escalation behavior. The next step is recorded with a concrete owner, expected timing, and a note explaining what evidence should be reviewed before closure. Scenario context says parent asking about a sudden, spreading rash on th...
HEAL-2026-58471483	Amanda Banks	60	The resolution path includes verification, customer-safe wording, and escalation criteria if new information changes the risk level. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Staff assigned a clear owner for resolution; the fictional operational note says cultivate kil...	Billing Review	Staff assigned a clear owner for resolution; the fictional operational note says transition compelling systems for this synthetic case. The reviewer observed physician notes item HEAL-2026-58471483 for Amanda Banks. Additional fictional descriptors: surface able morning same send lot involve million her expert left leg...
HEAL-2026-57956023	Erin Sanchez	26	The response avoids assumptions, keeps the language professional, and records the business reason for the recommended action. A Dentist reviewer added: Out soon world role when short positive spend bag people near Republican. Staff checked the relevant policy constraints; the fictional operational note says facilitate ...	Clinical Question	Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Additional fictional descriptors: court play Congress save size personal peace others camera another window too pretty once science white city west light common ball federal ability their. Staff assigned a clear owner for resol...
HEAL-2026-19652684	Zachary Cole	20	Additional fictional descriptors: white me sometimes expert job start nice above respond their each much worker case low war with factor budget strategy physical building material happy. Constraints, expected evidence, and business reasoning are recorded before the recommended resolution. The case describes patient sym...	Records Request	Confirmed details are separated from assumptions so an automated agent can learn cautious escalation behavior. A Web designer reviewer added: Represent police low attention shoulder eight similar development camera best maintain you available stay key close. Additional fictional descriptors: sometimes against seat dete...
HEAL-2026-64611309	Samuel Duncan	50	Relevant terms include clinical history, follow-up, appointment, triage with Profound bandwidth-monitored parallelism noted by the reviewer. The resolution path includes verification, customer-safe wording, and escalation criteria if new information changes the risk level. Staff validated the background details; the fi...	Insurance	Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. The reviewer observed physician notes item HEAL-2026-64611309 for Samuel Duncan. Relevant terms include clinical history, follow-up, symptom review, appointment with Proactive zero-defect moderator noted by the reviewer. Constr...
HEAL-2026-27271663	Sarah Riley	66	A Dentist reviewer added: From ground view suffer would American need senior Republican if mouth point. Staff captured the immediate risk indicators; the fictional operational note says matrix impactful vortals for this synthetic case. Scenario context says parent asking about a sudden, spreading rash on their toddler'...	Insurance	Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. The response avoids assumptions, keeps the language professional, and records the business reason for the recommended action. Classification cues, draft-response context, and prioritization details are included without real pri...
HEAL-2026-10251341	Aimee Mitchell	31	The resolution path includes verification, customer-safe wording, and escalation criteria if new information changes the risk level. Constraints, expected evidence, and business reasoning are recorded before the recommended resolution. Staff captured the immediate risk indicators; the fictional operational note says en...	Billing Review	Relevant terms include patient intake, appointment, care plan, triage with Enterprise-wide analyzing projection noted by the reviewer. Staff noted the evidence needed for the next review; the fictional operational note says envisioneer real-time e-business for this synthetic case. The internal note keeps the scenario f...
HEAL-2026-59900102	Jesse Bauer	51	The next step is recorded with a concrete owner, expected timing, and a note explaining what evidence should be reviewed before closure. A Scientist, physiological reviewer added: Rather serve glass other fish produce Mrs knowledge star. Relevant terms include patient intake, appointment, follow-up, symptom review with...	Records Request	Staff validated the background details; the fictional operational note says productize cross-media metrics for this synthetic case. The operational summary outlines physician notes item HEAL-2026-59900102 for Jesse Bauer. Relevant terms include triage, symptom review, patient intake, care plan with Fundamental scalable...
HEAL-2026-83029123	Janet Anthony	48	Constraints, expected evidence, and business reasoning are recorded before the recommended resolution. Relevant terms include care plan, symptom review, triage, patient intake with Front-line value-added hub noted by the reviewer. Scenario context says parent asking about a sudden, spreading rash on their toddler's tru...	Scheduling	Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Relevant terms include triage, follow-up, patient intake, clinical history with Public-key stable structure noted by the reviewer. Staff noted the evidence needed for the next review; the fictional operational note says re-inte...
HEAL-2026-52759989	Kelly Burke	47	Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. The next step is recorded with a concrete owner, expected timing, and a note explaining what evidence should be reviewed before closure. A Loss adjuster, chartered reviewer added: Member partner this boy board total write artic...	Scheduling	A Chartered certified accountant reviewer added: Clearly peace rather tough responsibility story they whose factor return democratic fish nearly window responsibility water. Additional fictional descriptors: where machine what allow cultural front natural choice east walk produce perhaps their than heavy recognize nice...
HEAL-2026-46351182	Joshua Meza	77	Additional fictional descriptors: long chair before ever million go your born whose lay study miss medical large approach forget low quickly way style loss alone term bank. The case describes patient symptoms item HEAL-2026-46351182 for Joshua Meza. Relevant terms include triage, appointment, patient intake, symptom re...	Records Request	Additional fictional descriptors: mother their affect simple argue whether key join couple look occur message stuff change sell president present unit magazine ten coach reason detail hour. A Accountant, chartered certified reviewer added: Long suffer age course green see him easy show war free indeed painting well tra...
HEAL-2026-11183921	Emily Garcia	46	Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Constraints, expected evidence, and business reasoning are recorded before the recommended resolution. A Hydrologist reviewer added: Somebody hot daughter whole turn painting easy stop table everything environment. Staff compar...	Insurance	The next step is recorded with a concrete owner, expected timing, and a note explaining what evidence should be reviewed before closure. Relevant terms include triage, appointment, insurance, follow-up with Triple-buffered web-enabled emulation noted by the reviewer. Scenario context says parent asking about a sudden, ...
HEAL-2026-58273344	Rebecca Harris	77	Relevant terms include follow-up, insurance, care plan, triage with Grass-roots empowering functionalities noted by the reviewer. The internal note keeps the scenario fictional while preserving realistic operational detail for agent-training workflows. Additional fictional descriptors: listen pressure garden card song ...	Scheduling	The record documents physician notes item HEAL-2026-58273344 for Rebecca Harris. Relevant terms include insurance, symptom review, triage, follow-up with Fully-configurable intangible orchestration noted by the reviewer. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. The in...
HEAL-2026-78287543	Kenneth Hendrix	79	The next step is recorded with a concrete owner, expected timing, and a note explaining what evidence should be reviewed before closure. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Relevant terms include insurance, symptom review, triage, follow-up with Universal modular...	Clinical Question	The internal note keeps the scenario fictional while preserving realistic operational detail for agent-training workflows. Classification cues, draft-response context, and prioritization details are included without real private data. Additional fictional descriptors: join speak purpose baby without voice last training...
HEAL-2026-43679492	Aaron White	52	The next step is recorded with a concrete owner, expected timing, and a note explaining what evidence should be reviewed before closure. Relevant terms include patient intake, follow-up, care plan, triage with Enterprise-wide bifurcated solution noted by the reviewer. A International aid/development worker reviewer add...	Records Request	The operational summary outlines physician notes item HEAL-2026-43679492 for Aaron White. Relevant terms include triage, patient intake, insurance, appointment with Fully-configurable systemic database noted by the reviewer. A Engineer, civil (contracting) reviewer added: Movement should chair scene individual bar miss...
HEAL-2026-54885477	Stephanie Peterson	48	Classification cues, draft-response context, and prioritization details are included without real private data. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. A Psychologist, educational reviewer added: Party film great able page itself guy foreign discuss everything TV dra...	Insurance	A Medical laboratory scientific officer reviewer added: Commercial thousand own say drive difference improve produce mean increase image police here later sometimes. The resolution path includes verification, customer-safe wording, and escalation criteria if new information changes the risk level. Scenario context says...
HEAL-2026-28935833	Larry Adkins	81	Timeline notes separate intake facts, verification work, response wording, and closure criteria. A Engineer, manufacturing reviewer added: Industry information society sound cultural share open follow drug large beyond. The reviewer observed patient symptoms item HEAL-2026-28935833 for Larry Adkins. Scenario context sa...	Clinical Question	Confirmed details are separated from assumptions so an automated agent can learn cautious escalation behavior. Staff checked the relevant policy constraints; the fictional operational note says enhance B2C vortals for this synthetic case. Relevant terms include appointment, clinical history, triage, symptom review with...
HEAL-2026-14119000	Blake Blackwell	20	A TEFL teacher reviewer added: Model work hour budget can major hospital across fear standard could before democratic common history blue. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Timeline notes separate intake facts, verification work, response wording, and closure c...	Clinical Question	Confirmed details are separated from assumptions so an automated agent can learn cautious escalation behavior. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Relevant terms include follow-up, patient intake, symptom review, triage with Multi-channeled multi-tasking database...
HEAL-2026-12787198	Donna Smith	35	Additional fictional descriptors: statement so public here reduce voice go fight media nearly meet level company risk anyone rest less strategy help black worker let significant something. The intake note captures patient symptoms item HEAL-2026-12787198 for Donna Smith. Staff captured the immediate risk indicators; th...	Records Request	Confirmed details are separated from assumptions so an automated agent can learn cautious escalation behavior. Relevant terms include triage, care plan, clinical history, follow-up with Mandatory disintermediate Internet solution noted by the reviewer. The operational summary outlines physician notes item HEAL-2026-127...
HEAL-2026-72284349	Larry Sawyer	79	Additional fictional descriptors: score enough about drop building follow brother stock may teach also sing natural religious shake hear green around economy hit reflect question ok necessary. Relevant terms include clinical history, appointment, follow-up, patient intake with Implemented context-sensitive conglomerati...	Records Request	A Investment banker, corporate reviewer added: Could general education medical star foreign difficult money physical anything benefit section suggest water instead number carry personal if health. The reviewer observed physician notes item HEAL-2026-72284349 for Larry Sawyer. Relevant terms include care plan, insurance...
HEAL-2026-32729136	Jessica Myers	53	The case describes patient symptoms item HEAL-2026-32729136 for Jessica Myers. A Broadcast presenter reviewer added: Send enough perhaps purpose move upon act example fill former agent cause minute election somebody no green avoid relate film. Staff checked the relevant policy constraints; the fictional operational not...	Insurance	A Illustrator reviewer added: So door effect catch type ask say on yet. The case describes physician notes item HEAL-2026-32729136 for Jessica Myers. Additional fictional descriptors: will receive mean day describe model ground concern poor yeah business financial environment week allow all anything its agreement wind ...
HEAL-2026-58153128	Johnny Anderson	25	Additional fictional descriptors: front senior information central visit run forget plan course rule outside live ten gas peace heart hand career by if onto concern whom consider. Timeline notes separate intake facts, verification work, response wording, and closure criteria. A Radiographer, diagnostic reviewer added: ...	Clinical Question	Additional fictional descriptors: end less draw down church bit rule human around share determine chance wonder them land ability line character fire whose white computer door before. Relevant terms include appointment, symptom review, follow-up, patient intake with Distributed object-oriented capacity noted by the rev...
HEAL-2026-34880725	Elizabeth Fry	26	Relevant terms include clinical history, insurance, triage, care plan with Multi-channeled foreground moderator noted by the reviewer. Staff checked the relevant policy constraints; the fictional operational note says visualize distributed web services for this synthetic case. The support team recorded patient symptoms...	Scheduling	The case describes physician notes item HEAL-2026-34880725 for Elizabeth Fry. Confirmed details are separated from assumptions so an automated agent can learn cautious escalation behavior. A Archaeologist reviewer added: Hold any record appear usually indicate way state hour responsibility floor rise response possible ...
HEAL-2026-98197525	Donna Gonzalez	46	A Accountant, chartered public finance reviewer added: Would conference local miss art kitchen watch sister too common base probably some assume system break stay live federal main. The internal log explains patient symptoms item HEAL-2026-98197525 for Donna Gonzalez. Scenario context says parent asking about a sudden,...	Records Request	Staff assigned a clear owner for resolution; the fictional operational note says engage enterprise systems for this synthetic case. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Additional fictional descriptors: keep those adult building talk bar fill particularly field ea...
HEAL-2026-40785951	Jessica Ward	73	Additional fictional descriptors: doctor sea like board special risk house week camera produce good skin lose turn available main see our interview down college night million foreign. The response avoids assumptions, keeps the language professional, and records the business reason for the recommended action. Scenario c...	Billing Review	Additional fictional descriptors: without training thing family news rich evening type system prevent condition somebody million head leg energy according ball be direction institution consumer central will. The response avoids assumptions, keeps the language professional, and records the business reason for the recomm...
HEAL-2026-73458340	Benjamin Fisher	47	Additional fictional descriptors: sense recent parent practice whom try amount ever term response interest lot executive sort break employee indeed myself send church agent activity shoulder force. A Dealer reviewer added: Realize special last happy team city dinner film station executive surface. Classification cues, ...	Insurance	Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. The response avoids assumptions, keeps the language professional, and records the business reason for the recommended action. A Dentist reviewer added: Experience modern thousand voice store first approach town as boy notice. A...
HEAL-2026-72898627	Michelle Richardson	41	Relevant terms include triage, patient intake, clinical history, appointment with Cross-platform explicit flexibility noted by the reviewer. Staff separated the urgent issue from routine follow-up; the fictional operational note says incentivize global solutions for this synthetic case. The response avoids assumptions,...	Records Request	Staff checked the relevant policy constraints; the fictional operational note says incentivize real-time e-markets for this synthetic case. Timeline notes separate intake facts, verification work, response wording, and closure criteria. Relevant terms include triage, patient intake, appointment, clinical history with V...
HEAL-2026-46570228	Rita Evans	59	The internal note keeps the scenario fictional while preserving realistic operational detail for agent-training workflows. Staff separated the urgent issue from routine follow-up; the fictional operational note says innovate next-generation experiences for this synthetic case. Scenario context says parent asking about ...	Insurance	Confirmed details are separated from assumptions so an automated agent can learn cautious escalation behavior. The next step is recorded with a concrete owner, expected timing, and a note explaining what evidence should be reviewed before closure. The reviewer observed physician notes item HEAL-2026-46570228 for Rita E...
HEAL-2026-91216946	Angela Romero	82	The analyst documented patient symptoms item HEAL-2026-91216946 for Angela Romero. Additional fictional descriptors: dog clearly small here body your white garden hot old wide before example we positive cost pay father rest by half development receive go. Relevant terms include symptom review, appointment, triage, insu...	Records Request	Relevant terms include symptom review, patient intake, triage, follow-up with Realigned object-oriented pricing structure noted by the reviewer. The case describes physician notes item HEAL-2026-91216946 for Angela Romero. The resolution path includes verification, customer-safe wording, and escalation criteria if new ...
HEAL-2026-93944166	Morgan Lester	19	The analyst documented patient symptoms item HEAL-2026-93944166 for Morgan Lester. Additional fictional descriptors: power strategy when prove audience yeah effort several war capital any maintain yet part money free person although million put record vote his never. The next step is recorded with a concrete owner, exp...	Billing Review	Timeline notes separate intake facts, verification work, response wording, and closure criteria. The record documents physician notes item HEAL-2026-93944166 for Morgan Lester. Staff validated the background details; the fictional operational note says embrace out-of-the-box niches for this synthetic case. A Phytothera...
HEAL-2026-94313008	Michael Jackson	57	Relevant terms include insurance, triage, appointment, care plan with Open-architected foreground methodology noted by the reviewer. The internal note keeps the scenario fictional while preserving realistic operational detail for agent-training workflows. The support team recorded patient symptoms item HEAL-2026-943130...	Billing Review	The record documents physician notes item HEAL-2026-94313008 for Michael Jackson. Relevant terms include symptom review, patient intake, triage, follow-up with Persevering bifurcated utilization noted by the reviewer. Staff validated the background details; the fictional operational note says optimize intuitive supply-...
HEAL-2026-70480601	Jennifer Fletcher	50	The response avoids assumptions, keeps the language professional, and records the business reason for the recommended action. The record documents patient symptoms item HEAL-2026-70480601 for Jennifer Fletcher. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Additional ficti...	Scheduling	Relevant terms include insurance, symptom review, follow-up, care plan with Universal responsive core noted by the reviewer. The resolution path includes verification, customer-safe wording, and escalation criteria if new information changes the risk level. Scenario context says parent asking about a sudden, spreading ...
HEAL-2026-80626533	Joshua Mason	54	Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Staff compared the request against prior activity; the fictional operational note says transform customized infrastructures for this synthetic case. Confirmed details are separated from assumptions so an automated agent can lea...	Records Request	The record documents physician notes item HEAL-2026-80626533 for Joshua Mason. The response avoids assumptions, keeps the language professional, and records the business reason for the recommended action. Staff compared the request against prior activity; the fictional operational note says morph dot-com applications f...
HEAL-2026-99926644	Derek Atkinson	20	The resolution path includes verification, customer-safe wording, and escalation criteria if new information changes the risk level. Staff checked the relevant policy constraints; the fictional operational note says redefine front-end web services for this synthetic case. Timeline notes separate intake facts, verificat...	Records Request	The response avoids assumptions, keeps the language professional, and records the business reason for the recommended action. Staff validated the background details; the fictional operational note says transform strategic vortals for this synthetic case. Constraints, expected evidence, and business reasoning are record...
HEAL-2026-94366594	Vincent Moss	79	Additional fictional descriptors: writer among allow above product miss none system question resource few off trial shoulder yes yet tax our role cell throw ask look determine. The resolution path includes verification, customer-safe wording, and escalation criteria if new information changes the risk level. Scenario c...	Insurance	Staff validated the background details; the fictional operational note says grow world-class relationships for this synthetic case. The reviewer observed physician notes item HEAL-2026-94366594 for Vincent Moss. The next step is recorded with a concrete owner, expected timing, and a note explaining what evidence should...
HEAL-2026-96022200	Jeremy Miller	76	Staff captured the immediate risk indicators; the fictional operational note says architect visionary architectures for this synthetic case. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. A Travel agency manager reviewer added: Deep anyone set example among glass away note ...	Billing Review	A Microbiologist reviewer added: Seem since whatever cost wide music move speech reduce structure take kind. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. The intake note captures physician notes item HEAL-2026-96022200 for Jeremy Miller. The internal note keeps the scenar...
HEAL-2026-83522409	Erin Williams	38	The resolution path includes verification, customer-safe wording, and escalation criteria if new information changes the risk level. Additional fictional descriptors: appear agreement hit important more very practice she young go push mother wonder know describe machine record ahead heart tend fear challenge artist nat...	Scheduling	The response avoids assumptions, keeps the language professional, and records the business reason for the recommended action. Additional fictional descriptors: summer available figure management home I question always outside assume certainly major notice democratic forward necessary deal popular above language bar son...
HEAL-2026-69497628	Scott Salinas	40	A Immigration officer reviewer added: Else consider available about significant seven area follow information key play begin improve peace. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Relevant terms include symptom review, triage, appointment, insurance with Down-sized c...	Clinical Question	Staff validated the background details; the fictional operational note says scale turn-key experiences for this synthetic case. Additional fictional descriptors: fly car player black figure game while air report matter own reach teacher eye claim already wind me beat save majority share event member. The analyst docume...
HEAL-2026-74004361	Ryan Lee	29	The case describes patient symptoms item HEAL-2026-74004361 for Ryan Lee. A Aid worker reviewer added: Nation believe question near there wear military individual teach case few foreign. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. The internal note keeps the scenario fic...	Insurance	Confirmed details are separated from assumptions so an automated agent can learn cautious escalation behavior. The next step is recorded with a concrete owner, expected timing, and a note explaining what evidence should be reviewed before closure. Additional fictional descriptors: ability continue difference feel these...
HEAL-2026-30207475	George Singh	72	A Prison officer reviewer added: Similar wall in sometimes nothing hour however order a remain watch stuff green computer involve Mrs student walk fly strategy skill. Staff recommended a documented follow-up path; the fictional operational note says morph turn-key e-services for this synthetic case. Additional fictiona...	Billing Review	Additional fictional descriptors: she such hot happen station key agreement put make hear direction poor form role election everyone go who medical necessary drop decade huge care. Timeline notes separate intake facts, verification work, response wording, and closure criteria. Relevant terms include follow-up, clinical...
HEAL-2026-35145667	Christopher Taylor	52	Additional fictional descriptors: seek hope property close however usually they news blue kitchen recognize spend guy doctor story move develop per model speak defense never ahead cover. Staff assigned a clear owner for resolution; the fictional operational note says productize next-generation functionalities for this ...	Clinical Question	Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Additional fictional descriptors: doctor pass with billion final sea old style available number personal left my way people voice ahead plan bar laugh political yourself training account. Constraints, expected evidence, and bus...
HEAL-2026-89067754	Lucas Booker	84	Confirmed details are separated from assumptions so an automated agent can learn cautious escalation behavior. Additional fictional descriptors: small boy personal natural me bag firm president enjoy kid word couple also onto card yourself structure a catch Mrs building responsibility here too. Staff noted the evidence...	Scheduling	The intake note captures physician notes item HEAL-2026-89067754 for Lucas Booker. The next step is recorded with a concrete owner, expected timing, and a note explaining what evidence should be reviewed before closure. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Additio...
HEAL-2026-41061791	Aaron Jenkins	60	Constraints, expected evidence, and business reasoning are recorded before the recommended resolution. The record documents patient symptoms item HEAL-2026-41061791 for Aaron Jenkins. The internal note keeps the scenario fictional while preserving realistic operational detail for agent-training workflows. Additional fi...	Clinical Question	Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. The response avoids assumptions, keeps the language professional, and records the business reason for the recommended action. Confirmed details are separated from assumptions so an automated agent can learn cautious escalation ...
HEAL-2026-51405780	Richard Miller	32	The resolution path includes verification, customer-safe wording, and escalation criteria if new information changes the risk level. Relevant terms include follow-up, clinical history, triage, symptom review with Visionary 24hour infrastructure noted by the reviewer. The reviewer observed patient symptoms item HEAL-202...	Clinical Question	Timeline notes separate intake facts, verification work, response wording, and closure criteria. A Chiropractor reviewer added: Tonight chair usually officer early boy a lay world look fly. The record documents physician notes item HEAL-2026-51405780 for Richard Miller. Scenario context says parent asking about a sudde...
HEAL-2026-94205868	Patrick Williams	80	Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Additional fictional descriptors: establish south miss station indicate financial prevent subject while inside stage market whole write respond give note professional method act heavy hit day others. A Associate Professor revie...	Records Request	A Merchant navy officer reviewer added: A them night stop tend probably executive building word then question leg section every rise crime cover part too. Staff compared the request against prior activity; the fictional operational note says whiteboard intuitive portals for this synthetic case. Classification cues, dra...
HEAL-2026-98637342	Alan Hansen	66	The case describes patient symptoms item HEAL-2026-98637342 for Alan Hansen. Relevant terms include clinical history, care plan, patient intake, follow-up with Balanced impactful functionalities noted by the reviewer. Additional fictional descriptors: source long start argue glass budget candidate improve school southe...	Insurance	Relevant terms include care plan, appointment, insurance, symptom review with Decentralized methodical productivity noted by the reviewer. Additional fictional descriptors: consumer understand evidence almost near town bill suffer everyone home discover something community sure science number group read effect administ...
HEAL-2026-94396414	Jennifer Burke	18	Additional fictional descriptors: majority fly anyone strategy although amount reason six new interesting wind tree collection woman allow same important million realize nor none too return go. A Dentist reviewer added: Bring think tax man game specific give finish according choose democratic. Relevant terms include tr...	Billing Review	Relevant terms include clinical history, triage, follow-up, insurance with Reduced asymmetric concept noted by the reviewer. A Ecologist reviewer added: Bring important site nature serious two can language accept reduce quality away many. Scenario context says parent asking about a sudden, spreading rash on their toddl...
HEAL-2026-94464408	John Bishop	76	Constraints, expected evidence, and business reasoning are recorded before the recommended resolution. Staff noted the evidence needed for the next review; the fictional operational note says evolve frictionless partnerships for this synthetic case. A Paediatric nurse reviewer added: Loss institution test respond any m...	Clinical Question	A Designer, jewellery reviewer added: In music wife affect somebody job line enough easy voice walk. Staff checked the relevant policy constraints; the fictional operational note says leverage clicks-and-mortar users for this synthetic case. Relevant terms include insurance, symptom review, appointment, patient intake ...
HEAL-2026-25631258	Matthew French	78	Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. The internal note keeps the scenario fictional while preserving realistic operational detail for agent-training workflows. Staff assigned a clear owner for resolution; the fictional operational note says re-intermediate magneti...	Insurance	The next step is recorded with a concrete owner, expected timing, and a note explaining what evidence should be reviewed before closure. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Relevant terms include follow-up, symptom review, triage, care plan with Persistent direct...
HEAL-2026-44473706	Cheyenne Gonzalez	26	Staff assigned a clear owner for resolution; the fictional operational note says revolutionize granular web-readiness for this synthetic case. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Classification cues, draft-response context, and prioritization details are included...	Clinical Question	The resolution path includes verification, customer-safe wording, and escalation criteria if new information changes the risk level. The operational summary outlines physician notes item HEAL-2026-44473706 for Cheyenne Gonzalez. Constraints, expected evidence, and business reasoning are recorded before the recommended ...
HEAL-2026-70649502	Patricia Zamora	65	The next step is recorded with a concrete owner, expected timing, and a note explaining what evidence should be reviewed before closure. The reviewer observed patient symptoms item HEAL-2026-70649502 for Patricia Zamora. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Releva...	Records Request	The next step is recorded with a concrete owner, expected timing, and a note explaining what evidence should be reviewed before closure. Relevant terms include patient intake, care plan, appointment, follow-up with Exclusive client-driven support noted by the reviewer. Constraints, expected evidence, and business reaso...
HEAL-2026-36781001	Sergio Jackson	66	A Forensic psychologist reviewer added: City standard simply yes argue read those choose kitchen myself program care more rather only shoulder maintain small phone response difference. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Classification cues, draft-response contex...	Scheduling	A Gaffer reviewer added: Foot write certain team art outside will mention water for offer scientist individual customer recently protect leader set surface rather crime. The next step is recorded with a concrete owner, expected timing, and a note explaining what evidence should be reviewed before closure. Confirmed det...
HEAL-2026-82339687	Jared Gaines	73	The case describes patient symptoms item HEAL-2026-82339687 for Jared Gaines. Additional fictional descriptors: wait money owner person bank wrong responsibility note at more spend radio training minute long staff upon executive ok guy forward understand and food. Scenario context says parent asking about a sudden, spr...	Clinical Question	A Chief Operating Officer reviewer added: Strong person happen may improve one however man region clearly. Timeline notes separate intake facts, verification work, response wording, and closure criteria. The operational summary outlines physician notes item HEAL-2026-82339687 for Jared Gaines. Staff validated the backg...
HEAL-2026-78566844	James Brown	55	A Financial trader reviewer added: Population sister thousand your paper ball maintain reality seem weight talk make consider country live various situation whose. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Relevant terms include triage, insurance, appointment, follow-u...	Records Request	The operational summary outlines physician notes item HEAL-2026-78566844 for James Brown. A Market researcher reviewer added: College life future million ready large idea entire want six pressure follow the consumer military customer American kind amount you. Constraints, expected evidence, and business reasoning are r...
HEAL-2026-85910754	Catherine Oconnor	62	Additional fictional descriptors: from large rule without size care reach teach able college foot fact writer adult campaign recently population wonder up be drive president upon tree. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. A Occupational therapist reviewer added: P...	Insurance	The analyst documented physician notes item HEAL-2026-85910754 for Catherine Oconnor. Additional fictional descriptors: reality professional he describe understand meet serious few so let one notice yet medical talk enjoy month difficult bed black pressure cost step this. Confirmed details are separated from assumption...
HEAL-2026-13553996	Connor Todd	24	The resolution path includes verification, customer-safe wording, and escalation criteria if new information changes the risk level. A Plant breeder/geneticist reviewer added: Record indeed fish about seem debate they show yeah whatever material draw hold election something edge ask. Staff checked the relevant policy c...	Billing Review	Additional fictional descriptors: network ball half catch care standard nothing before impact either skin commercial front issue continue to attention laugh hospital trip stay Mrs agreement feel. The internal note keeps the scenario fictional while preserving realistic operational detail for agent-training workflows. T...
HEAL-2026-91032402	Tammy Morris	53	A Television floor manager reviewer added: Hotel nature draw support run girl various with ahead account support machine local pay after white education real want. Additional fictional descriptors: allow child community word what positive analysis standard off color support forget discover ability talk much should refl...	Records Request	A Aeronautical engineer reviewer added: Authority both push increase building every religious energy food most today conference act husband hotel the worry lose claim. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Additional fictional descriptors: hotel spring others wide ...
HEAL-2026-70509722	Jill Moore	61	The reviewer observed patient symptoms item HEAL-2026-70509722 for Jill Moore. The resolution path includes verification, customer-safe wording, and escalation criteria if new information changes the risk level. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Additional fict...	Records Request	The intake note captures physician notes item HEAL-2026-70509722 for Jill Moore. A Writer reviewer added: Beat list a power often talk range old country avoid customer whom. Relevant terms include patient intake, insurance, symptom review, care plan with Enhanced leadingedge open system noted by the reviewer. Additiona...
HEAL-2026-49111469	Angel Cruz	32	Additional fictional descriptors: join drive more toward tough much teacher company class create machine support south see rule give leave most never morning star second wide arrive. Classification cues, draft-response context, and prioritization details are included without real private data. The response avoids assum...	Records Request	A Scientist, research (maths) reviewer added: House so require foot first fight myself similar industry purpose investment myself campaign. Additional fictional descriptors: into cut role program compare foreign picture like within speak continue yard wear contain with be loss three show significant court indicate inte...
HEAL-2026-15232663	Andrew Horne	48	The record documents patient symptoms item HEAL-2026-15232663 for Andrew Horne. The resolution path includes verification, customer-safe wording, and escalation criteria if new information changes the risk level. Staff checked the relevant policy constraints; the fictional operational note says deliver leading-edge met...	Clinical Question	The operational summary outlines physician notes item HEAL-2026-15232663 for Andrew Horne. The response avoids assumptions, keeps the language professional, and records the business reason for the recommended action. Relevant terms include patient intake, triage, follow-up, insurance with Mandatory impactful structure ...
HEAL-2026-99088971	Amy Torres	29	Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Staff checked the relevant policy constraints; the fictional operational note says incentivize collaborative applications for this synthetic case. Additional fictional descriptors: feel customer wind media main bag local husban...	Records Request	Timeline notes separate intake facts, verification work, response wording, and closure criteria. Relevant terms include care plan, clinical history, follow-up, symptom review with Stand-alone global encryption noted by the reviewer. The resolution path includes verification, customer-safe wording, and escalation criter...
HEAL-2026-60012320	Megan Stark	71	Constraints, expected evidence, and business reasoning are recorded before the recommended resolution. A Designer, industrial/product reviewer added: Four could he method success responsibility open question success. Additional fictional descriptors: anything since opportunity issue risk again coach magazine century ce...	Clinical Question	Additional fictional descriptors: name buy quite address clear think degree example someone between particular machine policy growth detail behind speak down quickly culture four employee score them. The next step is recorded with a concrete owner, expected timing, and a note explaining what evidence should be reviewed...
HEAL-2026-70043565	Rebecca Smith	83	Staff captured the immediate risk indicators; the fictional operational note says engage compelling interfaces for this synthetic case. The case describes patient symptoms item HEAL-2026-70043565 for Rebecca Smith. Relevant terms include clinical history, insurance, symptom review, patient intake with User-centric cont...	Clinical Question	A Radio broadcast assistant reviewer added: Local never price kitchen find professional watch beat local son create apply card into whole similar yeah. Classification cues, draft-response context, and prioritization details are included without real private data. Scenario context says parent asking about a sudden, spre...
HEAL-2026-25259169	Rachel Waters	63	The next step is recorded with a concrete owner, expected timing, and a note explaining what evidence should be reviewed before closure. Staff recommended a documented follow-up path; the fictional operational note says orchestrate one-to-one convergence for this synthetic case. Additional fictional descriptors: center...	Insurance	A Chief Financial Officer reviewer added: Small center style night rest stay trial day eight month his this street third. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. The resolution path includes verification, customer-safe wording, and escalation criteria if new informat...
HEAL-2026-41476727	Melissa Walton	20	The next step is recorded with a concrete owner, expected timing, and a note explaining what evidence should be reviewed before closure. The support team recorded patient symptoms item HEAL-2026-41476727 for Melissa Walton. Relevant terms include appointment, patient intake, clinical history, care plan with Networked i...	Insurance	Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. A Doctor, general practice reviewer added: Name evening decide agree herself sign should culture face thing more identify us agree skill environment kid weight although establish. Staff validated the background details; the fic...
HEAL-2026-68799608	Stephanie Knapp	19	The operational summary outlines patient symptoms item HEAL-2026-68799608 for Stephanie Knapp. Additional fictional descriptors: discover identify side without somebody manage force final enough like pull concern realize information big employee want weight season hundred project any wind eye. Scenario context says par...	Billing Review	Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. A Engineer, automotive reviewer added: Never form among pressure call mean act history mouth each without could avoid store. Staff compared the request against prior activity; the fictional operational note says benchmark end-t...
HEAL-2026-34024763	Andrea Noble	35	Additional fictional descriptors: resource entire seem throw life now machine film success score body become consider court girl event agree family shoulder color year low through fish. The resolution path includes verification, customer-safe wording, and escalation criteria if new information changes the risk level. S...	Records Request	The resolution path includes verification, customer-safe wording, and escalation criteria if new information changes the risk level. Additional fictional descriptors: lead college could hear likely side result clearly act why wrong arrive both real whom notice who woman century fear late blue create interesting. A Oper...
HEAL-2026-49171184	Kevin King	22	Relevant terms include patient intake, follow-up, insurance, symptom review with Phased heuristic middleware noted by the reviewer. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Classification cues, draft-response context, and prioritization details are included without re...	Billing Review	A Geologist, engineering reviewer added: Choice most whatever create many case city hand medical true arm meeting our win large it. Relevant terms include triage, care plan, symptom review, appointment with Public-key radical installation noted by the reviewer. Additional fictional descriptors: past poor into feel ever...
HEAL-2026-28567140	Daniel Combs	59	The internal note keeps the scenario fictional while preserving realistic operational detail for agent-training workflows. Confirmed details are separated from assumptions so an automated agent can learn cautious escalation behavior. Staff recommended a documented follow-up path; the fictional operational note says re-...	Scheduling	Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Additional fictional descriptors: people consider white win yard feel amount vote world culture natural member glass movement network ok morning newspaper spend tough another turn face a. A Musician reviewer added: Power police...
HEAL-2026-26268341	James Hill	71	Additional fictional descriptors: because ten interest dog business measure vote respond check end behavior section past least simply inside ground else like teacher two live everyone day. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Relevant terms include clinical histor...	Records Request	Additional fictional descriptors: five Mr century decide attention hour water again tough recently property individual reality hotel culture in push news development arm over point manage cell. Classification cues, draft-response context, and prioritization details are included without real private data. Staff checked ...
HEAL-2026-27752965	Holly Perez	62	The next step is recorded with a concrete owner, expected timing, and a note explaining what evidence should be reviewed before closure. Staff separated the urgent issue from routine follow-up; the fictional operational note says syndicate out-of-the-box networks for this synthetic case. Additional fictional descriptor...	Billing Review	Additional fictional descriptors: identify enough than show human later reduce dark themselves maybe executive though edge which memory vote upon act popular chair star administration computer might. The resolution path includes verification, customer-safe wording, and escalation criteria if new information changes the...
HEAL-2026-90371361	Michelle Frank	76	The response avoids assumptions, keeps the language professional, and records the business reason for the recommended action. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Additional fictional descriptors: community matter above one scientist decide with remember rather ma...	Billing Review	Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. The internal note keeps the scenario fictional while preserving realistic operational detail for agent-training workflows. Relevant terms include appointment, clinical history, follow-up, symptom review with Secured non-volatil...
HEAL-2026-63097682	Regina Williams	66	The support team recorded patient symptoms item HEAL-2026-63097682 for Regina Williams. Staff assigned a clear owner for resolution; the fictional operational note says envisioneer extensible web services for this synthetic case. A Scientist, audiological reviewer added: Young research debate government experience west...	Records Request	A Tree surgeon reviewer added: Agree west ever Republican media south safe one expert who. Additional fictional descriptors: positive trial detail list skin successful statement manage plant ago with person election wide letter perhaps foot really realize million rate strong unit care. The record documents physician no...
HEAL-2026-94010636	Lisa Flowers	26	Additional fictional descriptors: major part build true several recent car medical suffer student art may section fly bag red spring interview possible safe hundred window baby usually. Relevant terms include clinical history, care plan, patient intake, follow-up with Multi-layered well-modulated service-desk noted by ...	Scheduling	Classification cues, draft-response context, and prioritization details are included without real private data. Additional fictional descriptors: single generation entire health watch behavior prevent full local size gas evidence tax ten cover opportunity our ok behind lawyer many involve building billion. The reviewer...
HEAL-2026-84004452	Lee Oliver	20	Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Constraints, expected evidence, and business reasoning are recorded before the recommended resolution. A Landscape architect reviewer added: Structure more dark institution parent become recent avoid oil under list movement run...	Insurance	Additional fictional descriptors: drug simply soldier easy wife total community support plan book small necessary us bank structure friend down civil standard power statement change need father. Confirmed details are separated from assumptions so an automated agent can learn cautious escalation behavior. The next step ...
HEAL-2026-20288439	Mrs. Ashley Dawson	25	Relevant terms include symptom review, triage, insurance, follow-up with Progressive bandwidth-monitored pricing structure noted by the reviewer. Confirmed details are separated from assumptions so an automated agent can learn cautious escalation behavior. Scenario context says parent asking about a sudden, spreading r...	Scheduling	The response avoids assumptions, keeps the language professional, and records the business reason for the recommended action. Relevant terms include clinical history, patient intake, appointment, triage with Switchable multimedia success noted by the reviewer. A Passenger transport manager reviewer added: Ability wide ...
HEAL-2026-55930689	Dana Navarro	60	Staff recommended a documented follow-up path; the fictional operational note says embrace enterprise models for this synthetic case. A Recruitment consultant reviewer added: Mother always continue reason conference work dream however history budget common defense one. Confirmed details are separated from assumptions s...	Billing Review	The internal note keeps the scenario fictional while preserving realistic operational detail for agent-training workflows. Staff checked the relevant policy constraints; the fictional operational note says seize seamless deliverables for this synthetic case. The internal log explains physician notes item HEAL-2026-5593...
HEAL-2026-26016276	Willie Wilson	83	Staff validated the background details; the fictional operational note says incentivize mission-critical initiatives for this synthetic case. Scenario context says parent asking about a sudden, spreading rash on their toddler's trunk. Confirmed details are separated from assumptions so an automated agent can learn caut...	Insurance	Additional fictional descriptors: training entire form house must describe practice outside again various power peace factor future light leader color community action real two wide throw court. Relevant terms include patient intake, follow-up, appointment, clinical history with Self-enabling eco-centric array noted by...

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Dermatology_Consultations (Synthetic B2B Dataset Preview)

Add me on Discord: xomohappy to buy the commercial 10,000-record dataset or request any specific custom dataset you require.

This is a premium, privacy-compliant, industry-safe synthetic dataset simulating Dermatology Telemedicine Consultation Logs for B2B applications.

About this Dataset

This dataset is generated programmatically using large language models combined with a strict data curation and validation layer.

Privacy-safe: Contains synthetic names, phone numbers, and company identifiers.
Structured and verified: Schema-validated, formatted, and deduplicated to reduce model overfitting risk.
Target AI use case: Telehealth platforms training triage agents for skin conditions.
Category: Healthcare

Schema Definition

Each record contains the following fields:

consult_id (str): Pre-assigned Consult ID (e.g. DERM-TELE-XXXX)
patient_name (str): Pre-assigned Patient Name
patient_age (str): Fictional patient age
patient_symptoms (str): Description of skin rash, lesion, color, and itchiness duration
triage_category (str): Urgent Referral, Routine Consultation, or Self-Care Advice
physician_notes (str): Differential diagnosis and recommended topical treatment or biopsy

Get the Commercial Version

Need a larger dataset for production fine-tuning? The matching private repo is HaseebDev/dermatology_consultations-commercial and is available under a commercial license.

Payment: Lemon Squeezy hosted checkout.
Delivery: Lemon Squeezy checkout with secure commercial delivery after purchase
Typical commercial package: 10,000+ records, schema documentation, and quality audit report.

Request commercial access

A public checkout link has not been published for this dataset yet. Add xomohappy on Discord or use the inquiry link below to request a commercial license, custom schema, or enterprise-sized dataset.

Quality Audit

Dataset Quality Report

Executive Summary

Metric	Value
Status	PASS
Quality Score	94/100
Records Audited	100
Niche	Dermatology Telemedicine Consultation Logs
Category	Healthcare

Quality Gates

Dimension	Result
Schema Conformance	100.0% (100/100)
Duplicate Rows	0
Duplicate Identity Values	0
Non-Synthetic Phone Risk	0
Email Address Count	0
Max Fuzzy Similarity	0.398
Average Words Per Descriptive Field	138.7
Vocabulary Diversity	0.873
Repeated Phrase Count	771
Domain Keyword Coverage	0.8

Buyer Assurance

This dataset was checked with deterministic local tooling before publication. The audit verifies schema consistency, uniqueness, text depth, duplicate risk, repeated wording, domain terminology coverage, and obvious PII leakage patterns.

Findings

MINOR: 771 repeated four-word phrase pattern(s) detected.

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