{"id":"W2072875194","doi":"10.1186/1472-6920-13-97","title":"Evaluation of standardized doctor's orders as an educational tool for undergraduate medical students: a prospective cohort study","year":2013,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; St. Michael's Hospital","funders":"University of Toronto","keywords":"Medical education; Medicine; Educational measurement; Cohort study; Cohort; Psychology; Curriculum; Pedagogy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002665424,0.0004180717,0.0004678647,0.0007604318,0.0008418771,0.001068176,0.00045566,0.0006651642,0.00152283],"category_scores_gemma":[0.00627236,0.0004533332,0.0007013144,0.0006836505,0.0004365299,0.0007535137,0.0006846912,0.0008069998,0.0003689817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001021159,"about_ca_system_score_gemma":0.001294188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007905339,"about_ca_topic_score_gemma":0.01001225,"domain_scores_codex":[0.9984589,0.0003832001,0.0001332268,0.0002164942,0.0004506928,0.00035749],"domain_scores_gemma":[0.9958111,0.0006398308,0.001369235,0.0002733519,0.0007388468,0.001167672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001723794,0.000714472,0.9966894,0.00001022456,0.00001810537,0.00005724826,0.0006576665,0.000008996299,0.0001670043,0.000004510338,0.00004883659,0.001451126],"study_design_scores_gemma":[0.00003647163,0.002892563,0.9950447,0.00001170576,0.00002378433,0.0001104332,0.001470729,0.000107647,0.000133165,0.000006614952,0.0001532267,0.000008872431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998282,0.00001879184,0.00001598418,0.000008725009,0.000002218658,0.00003204355,0.0000298363,7.321451e-7,0.00006340873],"genre_scores_gemma":[0.9995713,0.00003889293,0.00008674954,0.00002382914,0.000004567965,0.00004458858,0.00007656634,0.000001065355,0.0001524564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007905339,"threshold_uncertainty_score":0.01571864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03016891983414238,"score_gpt":0.4609439180495793,"score_spread":0.4307749982154369,"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."}}