{"id":"W2739247573","doi":"10.21815/jde.017.008","title":"Trends in Basic Sciences Education in Dental Schools, 1999–2016","year":2017,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curriculum; Dental education; Medical education; Dental research; Medicine; Psychology; Dentistry; Pedagogy","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":[0.00419691,0.0002768396,0.0004865482,0.0107818,0.0004255636,0.002019516,0.0007846084,0.0006428717,0.002567024],"category_scores_gemma":[0.02170132,0.0003017782,0.0006877591,0.02117306,0.0003898855,0.002438419,0.001322471,0.001107133,0.0008956032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00285434,"about_ca_system_score_gemma":0.003987497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02871273,"about_ca_topic_score_gemma":0.03915191,"domain_scores_codex":[0.995883,0.0003393583,0.001243384,0.0005383676,0.001637558,0.0003583628],"domain_scores_gemma":[0.9706188,0.003608066,0.01491438,0.0005676748,0.009047372,0.001243742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002023817,0.00009190334,0.9105529,0.002289013,0.0001828063,0.00008451552,0.001700673,0.0002968434,0.0004543569,0.001063784,0.01037704,0.07270375],"study_design_scores_gemma":[0.000007542338,0.00006217559,0.9713438,0.0005362867,0.00005838188,0.0001909085,0.001163291,0.0001545317,0.0003063389,0.00008168408,0.02608247,0.00001267472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.811021,0.05789565,0.001226917,0.00894827,0.0008877178,0.0001282383,0.1027523,0.0002493918,0.01689048],"genre_scores_gemma":[0.9035701,0.03373015,0.001674793,0.001457652,0.0006685595,0.000171475,0.05465345,0.00007312992,0.004000735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02871273,"threshold_uncertainty_score":0.05709124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.018050093042178,"score_gpt":0.3975612170533501,"score_spread":0.379511124011172,"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."}}