{"id":"W2079072845","doi":"10.1001/jama.2013.620","title":"Teaching Physicians to Care Amid Chaos","year":2013,"lang":"en","type":"article","venue":"JAMA","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; CHAOS (operating system); MEDLINE; Family medicine; Law; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002842345,0.000444431,0.0002661772,0.0008031815,0.00773939,0.002465812,0.0009324543,0.002863682,0.01702022],"category_scores_gemma":[0.02236586,0.0003650455,0.0004844291,0.0005155715,0.004308704,0.004005055,0.007301982,0.01100837,0.003115253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003757362,"about_ca_system_score_gemma":0.01097563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004580543,"about_ca_topic_score_gemma":0.01301757,"domain_scores_codex":[0.9978942,0.0008386238,0.00008965766,0.0001497508,0.0003707867,0.0006569778],"domain_scores_gemma":[0.9845715,0.001888029,0.001486404,0.0004948014,0.001376083,0.01018325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004752285,0.0002604488,0.007942075,0.0001900296,0.00002763961,0.001823457,0.01795334,0.0003230639,0.000357098,0.01519657,0.8667768,0.08910202],"study_design_scores_gemma":[0.0002293058,0.0003230657,0.01062912,0.001010272,0.00003600694,0.003187142,0.02431173,0.000639558,0.0002370548,0.06117036,0.8981581,0.00006825413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03499126,0.007025707,0.005278479,0.8699647,0.02136964,0.0001086885,0.00004571354,0.0003728479,0.06084309],"genre_scores_gemma":[0.4790311,0.02117679,0.01184499,0.3795799,0.04573548,0.0003895427,0.00014378,0.0003135849,0.06178488],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01702022,"threshold_uncertainty_score":0.05693835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008505621555850575,"score_gpt":0.2732971080324031,"score_spread":0.2647914864765526,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}