{"id":"W3005037394","doi":"10.1200/op.19.00255","title":"Gender Differences in Faculty Rank and Leadership Positions Among Hematologists and Oncologists in the United States","year":2020,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Logistic regression; Demographics; Odds ratio; Ranking (information retrieval); Odds; Family medicine; Scopus; Demography; MEDLINE; Internal medicine; Political science","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":[0.0008861995,0.0001043014,0.0001386913,0.0009152801,0.0003453585,0.0003569104,0.0001718953,0.0001998924,0.002564343],"category_scores_gemma":[0.003186839,0.0001148926,0.0001173091,0.000922362,0.0002427764,0.0003967626,0.0003831466,0.0001774141,0.000240263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000378426,"about_ca_system_score_gemma":0.0005962976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005991026,"about_ca_topic_score_gemma":0.01242922,"domain_scores_codex":[0.9995052,0.0001179821,0.00004956182,0.00008066357,0.000124969,0.0001216512],"domain_scores_gemma":[0.9980299,0.000376777,0.0009257511,0.00004711922,0.0001548319,0.0004656416],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002810738,0.00001500959,0.9970658,0.0000051092,0.000006084669,0.00002248409,0.0001500357,0.00001102481,0.00005296214,0.00002330331,0.0003083046,0.002311839],"study_design_scores_gemma":[0.000003813774,0.00003118983,0.9987757,0.00001117148,0.000004882545,0.0001336745,0.0005486606,0.00005455287,0.00003817758,0.0000291008,0.0003675428,0.000001527814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983395,0.0004896444,0.00004338146,0.0002243876,0.000009089857,0.000003140981,0.000265624,0.000002929722,0.0006222929],"genre_scores_gemma":[0.9994447,0.0001797067,0.0000315892,0.00006544673,0.00001487024,0.000003689362,0.0001250145,9.856823e-7,0.0001340819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9991138,"threshold_uncertainty_score":0.01191229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.351489534189397,"score_gpt":0.4082043704654185,"score_spread":0.05671483627602142,"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."}}