{"id":"W3017372496","doi":"10.1096/fasebj.2020.34.s1.03533","title":"Are Clerks Proficient in the Basic Sciences? Assessment of Third‐Year Medical Students’ Basic Science Knowledge Retention and Reinforcement","year":2020,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Test (biology); Medical education; Medicine; Psychology; Variance (accounting)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002421092,0.0003241966,0.000504938,0.0006330153,0.0002957165,0.0007058225,0.0004730997,0.0005157642,0.002697384],"category_scores_gemma":[0.005758548,0.0002210249,0.0005240918,0.0003064636,0.0002638351,0.0004297477,0.0006195826,0.0008290139,0.0008740441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004276973,"about_ca_system_score_gemma":0.0008354703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009825705,"about_ca_topic_score_gemma":0.001931991,"domain_scores_codex":[0.9992156,0.0001284259,0.0001144981,0.0000879146,0.0002702354,0.0001832715],"domain_scores_gemma":[0.9908835,0.001330979,0.003230871,0.0003215843,0.001717528,0.002515492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001276853,0.005170818,0.918807,0.0001408987,0.0001032103,0.0002434676,0.002511183,0.0004043167,0.01207725,0.00006105858,0.001019718,0.05818414],"study_design_scores_gemma":[0.00002874782,0.002899623,0.992669,0.00001495122,0.00001700084,0.0002000255,0.0007216298,0.0003843801,0.002573417,0.00002101306,0.0004566969,0.00001366793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994312,0.00005151307,0.00006286283,0.00002426362,0.000004872689,0.00002527025,0.00003355675,0.000006689477,0.0003598479],"genre_scores_gemma":[0.9983892,0.0001064381,0.0003521789,0.00002651393,0.000006645629,0.00004616158,0.0001386753,0.000001451126,0.0009327107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002697384,"threshold_uncertainty_score":0.01280415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05676327684722986,"score_gpt":0.3939494730341093,"score_spread":0.3371861961868794,"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."}}