{"id":"W4400179413","doi":"10.22454/fammed.2024.806898","title":"Family Medicine Clerkship Directors’ Perspectives on USMLE Pass/Fail Scoring: A CERA Study","year":2024,"lang":"en","type":"article","venue":"Family Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"United States Medical Licensing Examination; Curriculum; Clinical clerkship; Demographics; Medical education; Family medicine; Medicine; Medical school; Descriptive statistics; MEDLINE; Psychology; Pedagogy; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0164313,0.0001515159,0.0002768979,0.001517107,0.002453274,0.002046734,0.0005221193,0.0005386277,0.003462675],"category_scores_gemma":[0.03732317,0.0002808103,0.0003389693,0.001150698,0.001031115,0.00137522,0.001962296,0.0009348864,0.0004797328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003196944,"about_ca_system_score_gemma":0.003767507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01013155,"about_ca_topic_score_gemma":0.02260319,"domain_scores_codex":[0.9882781,0.006992835,0.0007034056,0.0004653916,0.002070718,0.001489557],"domain_scores_gemma":[0.9425188,0.02047631,0.01531893,0.001280713,0.01145638,0.00894883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001582275,0.0003669022,0.9230816,0.00009201949,0.0000320576,0.0003367452,0.04974646,0.00004660565,0.0004339547,0.0002016409,0.004573284,0.02093043],"study_design_scores_gemma":[0.00001641165,0.0003684357,0.8793867,0.0001025262,0.00001948331,0.0003307092,0.1121824,0.0001412603,0.0003462642,0.00003298977,0.007043239,0.00002958552],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960381,0.0002291371,0.0000707191,0.001241661,0.00002088406,0.0000252333,0.00007428019,0.000004230951,0.002295823],"genre_scores_gemma":[0.9986548,0.000179745,0.00007804963,0.0004219768,0.00003820198,0.00003034591,0.00006677536,0.000004043248,0.0005259407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0164313,"threshold_uncertainty_score":0.08689809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09679669184623084,"score_gpt":0.4037741950423407,"score_spread":0.3069775031961098,"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."}}