{"id":"W2984383605","doi":"10.21815/jde.019.168","title":"Preclinical Competency Testing in North American Dental Schools and Opinions About Possible Standardization","year":2019,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Standardization; Accreditation; Medicine; Periodontology; Standardized test; Medical education; Graduation (instrument); Family medicine; Dental education; Dentistry; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01656564,0.0002219387,0.000316455,0.002128307,0.00649226,0.003639461,0.001205091,0.001717335,0.003558515],"category_scores_gemma":[0.03209049,0.0004675778,0.0003992249,0.002652249,0.004963764,0.001569754,0.003352776,0.002324854,0.0003587252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01480633,"about_ca_system_score_gemma":0.03444364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.182379,"about_ca_topic_score_gemma":0.2714892,"domain_scores_codex":[0.9806139,0.004935767,0.001127967,0.001365616,0.008898435,0.003058281],"domain_scores_gemma":[0.9399293,0.01026553,0.01406552,0.001115435,0.01852615,0.01609799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001711071,0.0004085393,0.6869026,0.0004690707,0.0000601406,0.0009737362,0.1702801,0.0002537397,0.003405376,0.00623376,0.03020678,0.1006351],"study_design_scores_gemma":[0.00003134631,0.0003554811,0.6533127,0.0008346895,0.0000343014,0.0007475408,0.2648989,0.0003539707,0.00113222,0.000917997,0.07725413,0.0001266493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519139,0.002354671,0.0003469579,0.03141287,0.0001517814,0.00005827195,0.00008182533,0.00002240804,0.01365722],"genre_scores_gemma":[0.9910735,0.001485398,0.0003164432,0.00551541,0.00004338867,0.00002043893,0.00005089644,0.000007111251,0.001487448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.182379,"threshold_uncertainty_score":0.3626348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01700270474074311,"score_gpt":0.374804790266465,"score_spread":0.3578020855257218,"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."}}