Entity,GPT-4o-mini,GPT-5 Chat,Gemma3,LLaMA3,Qwen3 Oral solid (n=40),,,,, Drug Name,100.0%,100.0%,99.2%,97.5%,97.5% Dose,97.5%,95.0%,96.7%,97.5%,95.0% Dose Unit,100.0%,100.0%,99.2%,100.0%,100.0% Amount,100.0%,90.8%,99.2%,100.0%,100.0% Formulation,88.3%,90.0%,91.7%,96.7%,90.8% Route,100.0%,100.0%,99.2%,97.5%,100.0% Frequency,73.3%,89.2%,70.0%,73.3%,81.7% Oral liquid (n=10),,,,, Drug Name,100.0%,90.0%,90.0%,90.0%,90.0% Dose,100.0%,100.0%,100.0%,100.0%,93.3% Dose Unit,100.0%,100.0%,100.0%,100.0%,100.0% Volume Amount,100.0%,100.0%,100.0%,100.0%,100.0% Volume Unit,100.0%,100.0%,100.0%,100.0%,100.0% Concentration,60.0%,60.0%,60.0%,60.0%,66.7% Concentration Unit,83.3%,60.0%,90.0%,40.0%,66.7% Formulation,100.0%,100.0%,90.0%,93.3%,90.0% Route,83.3%,100.0%,100.0%,73.3%,100.0% Frequency,80.0%,90.0%,80.0%,86.7%,83.3% Intravenous intermittent (n=17),,,,, Drug Name,90.2%,88.2%,92.2%,92.2%,88.2% Dose,100.0%,100.0%,100.0%,96.1%,100.0% Dose Unit,100.0%,100.0%,100.0%,98.0%,100.0% Diluent Amount,100.0%,100.0%,100.0%,98.0%,100.0% Volume Unit,100.0%,100.0%,100.0%,98.0%,100.0% Compatible Diluent,100.0%,100.0%,100.0%,98.0%,100.0% Infusion Time,94.1%,94.1%,94.1%,92.2%,94.1% Frequency,94.1%,88.2%,88.2%,80.4%,84.3% Intravenous push (n=17),,,,, Drug Name,100.0%,100.0%,100.0%,100.0%,100.0% Dose,100.0%,100.0%,100.0%,100.0%,100.0% Dose Unit,100.0%,100.0%,100.0%,100.0%,100.0% Diluent Amount,100.0%,100.0%,100.0%,100.0%,100.0% Volume Unit,100.0%,100.0%,100.0%,100.0%,100.0% Concentration,94.1%,94.1%,94.1%,94.1%,94.1% Concentration Unit,100.0%,94.1%,100.0%,94.1%,98.0% Formulation,86.3%,76.5%,76.5%,74.5%,76.5% Frequency,88.2%,88.2%,88.2%,88.2%,88.2% Intravenous continuous infusion titratable (n=11),,,,, Drug Name,93.9%,90.9%,90.9%,93.9%,90.9% Dose,81.8%,81.8%,81.8%,72.7%,81.8% Dose Unit,81.8%,84.8%,81.8%,63.6%,81.8% Diluent Amount,87.9%,81.8%,90.9%,81.8%,90.9% Volume Unit,97.0%,84.8%,90.9%,81.8%,90.9% Compatible Diluent,90.9%,100.0%,93.9%,100.0%,100.0% Starting Rate,100.0%,100.0%,100.0%,100.0%,100.0% Starting Rate Unit,81.8%,100.0%,100.0%,100.0%,100.0% Titration Dose,93.9%,90.9%,90.9%,90.9%,90.9% Titration Dose Unit,72.7%,90.9%,90.9%,90.9%,90.9% Titration Frequency,75.8%,75.8%,84.8%,0.0%,93.9% Titration Goal,54.5%,48.5%,57.6%,54.5%,45.5% Intravenous continuous infusion non-titratable (n=6),,,,, Drug Name,100.0%,100.0%,100.0%,100.0%,100.0% Dose,66.7%,66.7%,66.7%,66.7%,66.7% Dose Unit,83.3%,77.8%,83.3%,83.3%,88.9% Diluent Amount,66.7%,66.7%,66.7%,66.7%,66.7% Volume Unit,66.7%,66.7%,83.3%,66.7%,77.8% Compatible Diluent,83.3%,83.3%,83.3%,83.3%,83.3% Starting Rate,83.3%,83.3%,83.3%,83.3%,83.3% Starting Rate Unit,88.9%,100.0%,100.0%,100.0%,100.0%