{"id":"W4398780989","doi":"10.1002/jdd.13592","title":"Engaging equity‐deserving groups in dental education","year":2024,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"General partnership; Ethnic group; Population; Equity (law); Medical education; Interview; Diversity (politics); Psychology; Public relations; Political science; Medicine","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":["insufficient_payload"],"category_scores_codex":[0.003470477,0.0001823834,0.000247236,0.001261544,0.0003769037,0.0001909782,0.0004589189,0.0001603219,0.001914254],"category_scores_gemma":[0.001123641,0.0001775009,0.0001274029,0.001016366,0.00005015007,0.002289634,0.0002166174,0.001850667,0.001163322],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00301514,"about_ca_system_score_gemma":0.009418335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009662164,"about_ca_topic_score_gemma":0.0002760297,"domain_scores_codex":[0.9966285,0.000695428,0.001109587,0.0002710986,0.000824222,0.0004712184],"domain_scores_gemma":[0.9981094,0.0004665526,0.0004886211,0.000249865,0.0004020471,0.000283525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001457815,0.002159731,0.7339455,0.001256233,0.00007116995,0.00002658752,0.02231117,0.000009319046,0.007968912,0.00518201,0.0273439,0.1995797],"study_design_scores_gemma":[0.0007393789,0.0001485202,0.5820516,0.003683682,0.0001018999,0.0007736023,0.3492395,0.0002797057,0.0005082677,0.004425664,0.05768074,0.0003674194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9475014,0.005604836,0.00006035915,0.002201511,0.0188783,0.0005378663,0.000004149049,0.00003420488,0.02517734],"genre_scores_gemma":[0.987067,0.0003962382,0.0004430623,0.0007498494,0.002696897,0.00008840363,0.00003798456,0.00005083562,0.008469724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3269284,"threshold_uncertainty_score":0.9996144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08418906098957507,"score_gpt":0.5514457647784938,"score_spread":0.4672567037889188,"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."}}