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SD2 staged-laboratory foreign-object frames: 97 frames, 163 rows, CC BY 4.0 (MANIFEST ec6302993750c917)

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  1. CONSENT_ATTESTATION.json +24 -0
  2. LICENSE +8 -0
  3. MANIFEST.json +448 -0
  4. README.md +42 -0
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+ "owner_statement_verbatim": "The recording does not show anyone, my thumb maybe sometimes when i show the QR. and does not show anyone else.",
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+ "owner_statement_time_utc": "2026-09-02 16:0xZ, owner's typed words",
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+ "channel": "owner \u2192 program coordinator (typed words), relayed to the annotation desk (annotation-desk log)",
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+ "desk_wording_of_the_statement": "No individuals appear in the frames; the recording operator's thumb may appear occasionally when a QR code is shown. The footage is the publisher's own staged laboratory session (dataset sd2_synthetic_physical); no patients are involved (program operator brief).",
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+ "consent_of_depicted_persons": "not applicable \u2014 no person appears in the frames per the owner's statement",
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+ "license": "CC BY 4.0 (owner approval 2026-09-02 14:52Z of the coordinator's three HF items: \"i agree with all and approve, move forward accordingly\")",
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+ "earlier_approval_verbatim": "about these 3 : 1. Hugging Face consent attestation \u2026 2. Hugging Face scope \u2026 3. Hugging Face license: CC BY 4.0 recommended. i agree with all and approve, move forward accordingly",
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LICENSE ADDED
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+ Creative Commons Attribution 4.0 International (CC BY 4.0)
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+
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+ This dataset (frames and annotations) is licensed under CC BY 4.0.
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+ You are free to share and adapt the material for any purpose, including commercially, provided you give appropriate credit, link to the license, and indicate if changes were made.
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+ Full legal code: https://creativecommons.org/licenses/by/4.0/legalcode
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+ Deed: https://creativecommons.org/licenses/by/4.0/
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+
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+ Attribution: heydonto — SD2 staged-laboratory foreign-object frames (2026).
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README.md ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
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+ license: cc-by-4.0
3
+ task_categories:
4
+ - visual-question-answering
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+ - image-classification
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+ language:
7
+ - en
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+ tags:
9
+ - surgical
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+ - laparoscopy
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+ - foreign-objects
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+ - staged-laboratory
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+ - synthetic-physical
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+ pretty_name: SD2 staged-laboratory foreign-object frames (heydonto)
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+ size_categories:
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+ - n<1K
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+ configs:
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+ - config_name: default
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+ data_files: sd2_annotations.parquet
20
+ ---
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+
22
+ # SD2 staged-laboratory foreign-object frames (heydonto)
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+
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+ **97 frames · 163 frame-level annotation rows · 8 staged laboratory takes · CC BY 4.0**
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+
26
+ This dataset discloses and carries the **SD2 own-footage portion** of the training data of the ORena SAVE FOCUS challenge entry's FRAME-track component: 163 of that component's 58,086 pooled training rows. The other sources of that corpus are not part of this dataset.
27
+
28
+ ## What is in it
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+ - `frames/` — 97 JPEG frames (filename = first 16 hex of the frame's sha256 + take id + time in seconds), extracted from the platform encodes (mp4) of eight staged laboratory recordings (session `staged_session2`, recorded 2026-08-24/25; the AVI masters are retained privately and identified by sha256). The recordings are synthetic physical scenes (dataset family `sd2_synthetic_physical`): surgical props and butcher-meat tissue arranged on a locked setup. No patients are involved (program operator brief). Depiction: No individuals appear in the frames; the recording operator's thumb may appear occasionally when a QR code is shown (owner's statement, 2026-09-02, quoted verbatim below). The footage is the publisher's own, released under CC BY 4.0. Owner's statement, verbatim (2026-09-02 16:0xZ, owner's typed words, relayed by the program coordinator): "The recording does not show anyone, my thumb maybe sometimes when i show the QR. and does not show anyone else." (see CONSENT_ATTESTATION.json).
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+ - `sd2_annotations.parquet` / `sd2_annotations.jsonl` — 163 rows in the challenge organizer's 14-column form (`id, video, procedure_type, question, answer, answer_format, track, generation, clinical_relevance, ood, timestamp_start, timestamp_end, primary_capability, secondary_capabilities`) plus provenance columns (`frame_file, frame_sha256, t_seconds, take, proposal_source, reviewer_signature_id, signer_class, adoption_event_id, provenance_row_id, license`).
31
+ - `CONSENT_ATTESTATION.json`, `LICENSE`, `MANIFEST.json` (sha256 and byte size of every file).
32
+
33
+ Answer formats: {"yes_no": 66, "state_label": 97}. Rows per take: {"D2-DRN01": 41, "D2-SPEC02": 15, "D2-ST01": 33, "D2-ST02": 18, "D2-ST03": 23, "D2-ST04": 12, "D2-ST06": 8, "D2-ST06R": 13}. Frames per take: {"D2-DRN01": 22, "D2-SPEC02": 10, "D2-ST01": 19, "D2-ST02": 11, "D2-ST03": 15, "D2-ST04": 7, "D2-ST06": 5, "D2-ST06R": 8}.
34
+
35
+ ## Provenance
36
+ Labels are **machine state spans with human-verified labels** (`signer_class = machine_lineage_human_reviewed`; signer `trainer_study:machine-state-spans+desk-verified-labels`): the label origin is machine/analysis-derived (the trainer-study intake ledger's state spans, an analysis converged with the owner using a general-purpose VLM), and every label was verified by the annotation desk's frame reads before adoption — they are not human-authored annotations. Adoption event `ADOPT-2026-08-26-SD2ADOPTION2 (state/temporal + instrument/QC only)`. `timestamp_start/end` are floor(`t_seconds`) as HH:MM:SS; `t_seconds` is exact. The source recordings (AVI masters, ~3.3 GB) are not part of this dataset; they are retained privately as evidence and are identified in the program's records by sha256.
37
+
38
+ ## Intended use
39
+ Research on foreign-object recognition and state description in laparoscopic-style staged scenes; this is the SD2 own-footage part of the ORena entry's FRAME-track training corpus. Frame-level questions only. Load the annotations from `sd2_annotations.parquet` (the README `configs` pins it as the default data file; the `.jsonl` mirror is value-identical but its all-empty `secondary_capabilities` lists infer as null-typed under generic JSON loaders).
40
+
41
+ ## License and attribution
42
+ CC BY 4.0. Please attribute: *heydonto — SD2 staged-laboratory foreign-object frames (2026).*
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