{"id":"W1993787673","doi":"10.1111/j.1365-2923.2009.03407.x","title":"Predictive validity of the multiple mini‐interview for selecting medical trainees","year":2009,"lang":"en","type":"article","venue":"Medical Education","topic":"Medical Education and Admissions","field":"Medicine","cited_by":271,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Predictive validity; Graduation (instrument); Cognition; Reliability (semiconductor); Psychology; United States Medical Licensing Examination; Sample (material); Test (biology); Medical education; Validity; Clinical psychology; Medicine; Psychometrics; Medical school; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0133898,0.0003536337,0.000217427,0.001682842,0.0003196214,0.0006480264,0.0006017487,0.0004124671,0.001728373],"category_scores_gemma":[0.06935375,0.0002239619,0.0004684098,0.0007993642,0.0007353976,0.0005638266,0.0008616224,0.0007875182,0.0004204253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004038386,"about_ca_system_score_gemma":0.0009810472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002396382,"about_ca_topic_score_gemma":0.002568647,"domain_scores_codex":[0.9942647,0.003301848,0.0003891319,0.0003818634,0.001422104,0.0002403782],"domain_scores_gemma":[0.9558241,0.02865743,0.008558307,0.00198368,0.003571863,0.001404636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008415545,0.00003667948,0.9847605,0.00002436576,0.00003207435,0.00002916776,0.0003453204,0.0003268589,0.0001746661,0.0001597396,0.0003372129,0.01368925],"study_design_scores_gemma":[0.00001613234,0.0002737255,0.9915527,0.00008010837,0.00002971513,0.0002001269,0.0004650514,0.005219004,0.0007353461,0.0004171134,0.0009951442,0.00001587599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913998,0.0002495818,0.004047634,0.0003003591,0.00007354413,0.0001296827,0.0003412896,0.00004363217,0.003414617],"genre_scores_gemma":[0.9963058,0.00007561019,0.003051408,0.00003096996,0.000030289,0.00007808511,0.0002443158,0.000005130525,0.0001784091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0133898,"threshold_uncertainty_score":0.07081288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0551199825888205,"score_gpt":0.3973969442624206,"score_spread":0.3422769616736001,"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."}}