{"id":"W2907442043","doi":"10.1089/jwh.2018.7135","title":"Women in Leadership Positions in Academic Cardiology: A Study of Program Directors and Division Chiefs","year":2018,"lang":"en","type":"article","venue":"Journal of Women s Health","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Cross-sectional study; Internal medicine; Academic medicine; Gender gap; Cohort; Family medicine; Medical education; Cardiology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001356208,0.0001523562,0.0003133263,0.001250177,0.001064816,0.001045447,0.0004539588,0.0004623902,0.00268399],"category_scores_gemma":[0.005273124,0.0003342094,0.0002045443,0.001638029,0.0004657695,0.001462692,0.001012949,0.0005469298,0.000397006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005830022,"about_ca_system_score_gemma":0.001007741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01151565,"about_ca_topic_score_gemma":0.01533372,"domain_scores_codex":[0.9988614,0.0003339271,0.00007417832,0.0001575589,0.0002322205,0.0003406951],"domain_scores_gemma":[0.9978309,0.0004953232,0.000790086,0.00004554655,0.0002151977,0.0006228869],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005589576,0.00009399889,0.9898767,0.00001958021,0.00001119911,0.0001268896,0.006196117,0.000004370035,0.00006456058,0.00007292072,0.0004449008,0.003032971],"study_design_scores_gemma":[0.000009361662,0.0001706063,0.9664387,0.00004925354,0.00001137561,0.0003960295,0.03136696,0.00004310153,0.00002794937,0.00003417567,0.001446693,0.000005857104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986388,0.0003105973,0.00003009354,0.0002438378,0.00001018917,0.000007828905,0.00008730056,7.975284e-7,0.0006704744],"genre_scores_gemma":[0.999167,0.0002605251,0.00002719867,0.0001750117,0.00002057742,0.0000127501,0.00005203634,0.000001774051,0.0002830995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9986438,"threshold_uncertainty_score":0.02289724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1233661541232896,"score_gpt":0.4107779123706477,"score_spread":0.287411758247358,"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."}}