{"id":"W2125119048","doi":"10.1111/j.1365-2929.2007.02709.x","title":"Multiple mini‐interviews predict clerkship and licensing examination performance","year":2007,"lang":"en","type":"article","venue":"Medical Education","topic":"Medical Education and Admissions","field":"Medicine","cited_by":239,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Specialty; Test (biology); Medical education; United States Medical Licensing Examination; Entrance exam; Objective structured clinical examination; Cognition; Family medicine; Clinical clerkship; Medicine; Psychology; MEDLINE; Medical school; Clinical psychology; Curriculum; Predictive validity; Psychiatry; Pedagogy","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":[0.0007316575,0.0002670802,0.0001355267,0.0005275018,0.000222179,0.0005280866,0.0002685934,0.0004282827,0.004498295],"category_scores_gemma":[0.008852772,0.000132673,0.0001667203,0.0002349749,0.0001964837,0.0003448734,0.0005511984,0.0004618565,0.0006597096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003108001,"about_ca_system_score_gemma":0.0004305456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004800422,"about_ca_topic_score_gemma":0.008189142,"domain_scores_codex":[0.9997601,0.00006911438,0.00002247248,0.00002711032,0.00006395498,0.00005719628],"domain_scores_gemma":[0.9969032,0.000709925,0.001164256,0.00006667662,0.000279266,0.0008766374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003240971,0.00006239746,0.996412,0.000005382135,0.000005226289,0.00002285461,0.00007612089,0.0000514011,0.0001041331,0.0000132736,0.0003635412,0.00285113],"study_design_scores_gemma":[0.000003399811,0.00006856136,0.9989311,0.000007824545,0.000004003008,0.0001060682,0.0001552081,0.0004290968,0.0001114519,0.00001931381,0.000161778,0.000002203023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990952,0.00008140328,0.00004412047,0.00008973124,0.000008204967,0.000007121776,0.00008547244,0.000004697283,0.0005840895],"genre_scores_gemma":[0.9992746,0.00004728718,0.00008619731,0.00001725517,0.000007881451,0.000005179035,0.0001696516,0.000001344546,0.0003906289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004800422,"threshold_uncertainty_score":0.01504833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0315672226231781,"score_gpt":0.3552565214633527,"score_spread":0.3236892988401746,"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."}}