{"id":"W2989605278","doi":"10.1177/0022034519877397","title":"Have Women Broken the Glass Ceiling in North American Dental Leadership?","year":2019,"lang":"en","type":"article","venue":"Advances in Dental Research","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Glass ceiling; Underrepresented Minority; Medicine; Gender equity; Dental education; Specialty; Family medicine; Demography; Dentistry; Medical education; Political science; Sociology; Gender studies","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008421992,0.0002164206,0.0005185313,0.002104518,0.008170318,0.004243678,0.001180102,0.00128774,0.01004886],"category_scores_gemma":[0.01993114,0.0005309236,0.0003012309,0.003306422,0.005324489,0.003921585,0.003800167,0.00221173,0.0009922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004421906,"about_ca_system_score_gemma":0.005693466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06620565,"about_ca_topic_score_gemma":0.1071635,"domain_scores_codex":[0.9917685,0.003151215,0.0003059094,0.000856064,0.002030081,0.00188826],"domain_scores_gemma":[0.9896458,0.002991213,0.002602686,0.0003732334,0.001308849,0.003078314],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002806831,0.0002612984,0.5258299,0.0003462636,0.00006200482,0.00100125,0.2751368,0.00003540591,0.0004413986,0.01097635,0.04182495,0.1438037],"study_design_scores_gemma":[0.00002926214,0.000198632,0.4557235,0.0008049898,0.00002885037,0.0007769417,0.4400831,0.00008000979,0.000152321,0.002605694,0.09945686,0.00005975433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8472902,0.01507515,0.0004466556,0.1065965,0.002195555,0.00004092057,0.0001815885,0.00002226112,0.02815107],"genre_scores_gemma":[0.9800182,0.003906065,0.0001267889,0.01178954,0.0008287254,0.00003262575,0.00006711066,0.00002081399,0.003210041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.991578,"threshold_uncertainty_score":0.1316406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08649142818596064,"score_gpt":0.4148112895268763,"score_spread":0.3283198613409156,"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."}}