{"id":"W2918150712","doi":"10.1016/s0140-6736(19)30281-8","title":"Gender bias in academia","year":2019,"lang":"en","type":"letter","venue":"The Lancet","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"MEDLINE; Political science; Medicine; Law","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01540059,0.001806134,0.003316317,0.002194559,0.02399755,0.02206738,0.004131833,0.2301731,0.02122575],"category_scores_gemma":[0.07514382,0.00207502,0.002459246,0.001879031,0.02094385,0.01498886,0.01172525,0.1181703,0.008854319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01470945,"about_ca_system_score_gemma":0.03530717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03536297,"about_ca_topic_score_gemma":0.05174211,"domain_scores_codex":[0.9791484,0.006054039,0.001625886,0.00274154,0.004471113,0.005959133],"domain_scores_gemma":[0.938944,0.0351987,0.003199216,0.001584572,0.004789015,0.01628453],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004160659,0.00003124429,0.0004552724,0.0001323359,0.00002657806,0.0009849103,0.00124543,0.00003096823,0.0001218531,0.01455449,0.9760628,0.006312418],"study_design_scores_gemma":[0.0001676261,0.00006315536,0.001322473,0.001274651,0.00005498572,0.0007997748,0.004002199,0.0001805463,0.0001828606,0.03826178,0.9535648,0.0001250354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001871355,0.002347534,0.00001901339,0.9831959,0.01199749,0.000004923457,0.00001625805,0.000005929411,0.002225738],"genre_scores_gemma":[0.002259445,0.0009215054,0.00002366098,0.9746721,0.01674868,0.00002066889,0.000007005708,0.00001420896,0.005332761],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9845994,"threshold_uncertainty_score":0.106725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3314309989896341,"score_gpt":0.4028581386957746,"score_spread":0.07142713970614056,"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."}}