{"id":"W2802133977","doi":"10.1111/medu.13588","title":"Considering the interdependence of clinical performance: implications for assessment and entrustment","year":2018,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Schulich School of Medicine and Dentistry; Academic Medical Organization of Southwestern Ontario","keywords":"MEDLINE; Psychology; Medical education; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001689423,0.00007361894,0.0001803242,0.00006760679,0.0001444724,0.000009644054,0.0001133541,0.0001071888,0.0003040844],"category_scores_gemma":[0.004022066,0.00004989896,0.0000396685,0.0001963996,0.0006105696,0.00005611148,0.0000440309,0.0002260766,0.000004956779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007044298,"about_ca_system_score_gemma":0.002439203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001072003,"about_ca_topic_score_gemma":0.00000349561,"domain_scores_codex":[0.9987071,0.00004245231,0.000617559,0.0001947413,0.0003060213,0.0001321338],"domain_scores_gemma":[0.9986285,0.0002367484,0.0001823101,0.000311436,0.0005703408,0.00007069617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003184245,0.0005181067,0.1506043,0.0001390849,0.0000336964,3.859125e-8,0.0004220624,6.777071e-8,0.00007630524,0.009209096,0.04075645,0.7982089],"study_design_scores_gemma":[0.0008140685,0.0005212793,0.9222777,0.000333696,0.00009808176,0.00006241222,0.0008538816,0.004176394,0.0003021534,0.001007847,0.06947432,0.00007809127],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9185931,0.00008668294,0.008382391,0.06888608,0.001533259,0.0007132883,0.000001528725,0.0000197091,0.001783979],"genre_scores_gemma":[0.9749943,0.0001301538,0.01412857,0.009395809,0.0008821511,0.000260811,0.00003416771,0.000008556797,0.0001655066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7981308,"threshold_uncertainty_score":0.4815079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06391034165525031,"score_gpt":0.5025153335327516,"score_spread":0.4386049918775012,"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."}}