{"id":"W2093328569","doi":"10.1097/01.acm.0000249878.25186.b7","title":"The Predictive Validity of the MCAT for Medical School Performance and Medical Board Licensing Examinations: A Meta-Analysis of the Published Research","year":2006,"lang":"en","type":"review","venue":"Academic Medicine","topic":"Medical Education and Admissions","field":"Medicine","cited_by":295,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"United States Medical Licensing Examination; Predictive validity; Medical school; Medicine; Meta-analysis; Entrance exam; Moderation; MEDLINE; Medical education; Confidence interval; Family medicine; Psychology; Clinical psychology; Internal medicine; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.02107155,0.0004372376,0.0037699,0.0006246865,0.0006549415,0.00001498672,0.001744531,0.001300006,0.002715994],"category_scores_gemma":[0.2592475,0.0001538001,0.001379575,0.003945031,0.003899781,0.00008736822,0.0005607871,0.005082911,0.000002232875],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001884761,"about_ca_system_score_gemma":0.00901229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001344371,"about_ca_topic_score_gemma":0.00003101349,"domain_scores_codex":[0.9878488,0.002199825,0.002657597,0.0006815268,0.006029038,0.0005831974],"domain_scores_gemma":[0.9771877,0.01657682,0.001424836,0.001639778,0.001279881,0.001891003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009658596,0.0002809397,0.001017281,0.01916648,0.06067045,0.000004588759,0.001885643,0.000001082927,0.000003972987,0.003099787,0.643478,0.2702951],"study_design_scores_gemma":[0.0006433871,0.0001534122,0.001062241,0.008557065,0.1478189,0.00005271883,0.0004603122,0.000892968,0.000004810442,0.000195835,0.8400347,0.0001237409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002146156,0.9132889,0.0001035244,0.08155829,0.0006566165,0.002986038,0.00005416262,0.0000214832,0.001116372],"genre_scores_gemma":[0.00288506,0.9869251,0.00002821102,0.002197091,0.001056751,0.0004984185,0.0001039623,0.00004326176,0.006262125],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2701714,"threshold_uncertainty_score":0.9999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3769895573799307,"score_gpt":0.5240227611780366,"score_spread":0.1470332037981059,"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."}}