{"id":"W2326230078","doi":"10.1002/j.0022-0337.2007.71.5.tb04323.x","title":"Predicting Performance in Canadian Dental Schools: The New CDA Structured Interview, a New Personality Assessment, and the DAT","year":2007,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Medical Education and Admissions","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Western University","funders":"","keywords":"Conscientiousness; Personality; Openness to experience; Psychology; Aptitude; Big Five personality traits; Academic achievement; Clinical psychology; Medical education; Medicine; Social psychology; Developmental psychology; Extraversion and introversion","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001531053,0.00008492679,0.0001565286,0.0001454014,0.0001297842,0.0000525559,0.0001408734,0.00004916197,0.000952654],"category_scores_gemma":[0.0009405241,0.0000454528,0.00006070332,0.0002215556,0.0000580627,0.000185776,0.00001910111,0.0006339909,0.000003777649],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004741956,"about_ca_system_score_gemma":0.00898245,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02868962,"about_ca_topic_score_gemma":0.05568527,"domain_scores_codex":[0.9989043,0.00008580571,0.0004188129,0.00008756018,0.0003217467,0.0001817816],"domain_scores_gemma":[0.9982857,0.00008860027,0.0002327545,0.0001179025,0.00006863134,0.001206383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001270739,0.00010741,0.9050122,0.00003582345,0.00003937771,0.000004348766,0.004975457,0.000001106923,0.0001572008,0.0001811013,0.01807479,0.07128412],"study_design_scores_gemma":[0.001663576,0.00006471272,0.9507186,0.000401335,0.00006771681,0.001036596,0.02805845,0.0002462594,0.00005773916,0.00008218984,0.01755388,0.00004890459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966605,0.000998704,0.00006072463,0.02937661,0.001284096,0.0002310617,0.000001063718,0.000002699873,0.001440019],"genre_scores_gemma":[0.9929084,0.0001436177,0.0006230471,0.003817988,0.001006212,0.000001387623,0.00000745692,0.000006557003,0.001485373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07123521,"threshold_uncertainty_score":0.9999606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02393849850368556,"score_gpt":0.376033093993852,"score_spread":0.3520945954901664,"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."}}