{"id":"W3035493014","doi":"10.7759/cureus.8553","title":"Gender Disparity in Academic Rank and Productivity Among Public Health Physician Faculty in North America","year":2020,"lang":"en","type":"article","venue":"Cureus","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Dalhousie University; Canadian Association of Nurses in Oncology; University of British Columbia","funders":"","keywords":"Medicine; Public health; Gender disparity; Academic medicine; Scopus; Inclusion (mineral); Productivity; Family medicine; MEDLINE; Medical education; Demography; Psychology; Nursing; Political science","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":[0.001769572,0.0001536177,0.0002869523,0.002676257,0.001293029,0.0009549764,0.0004280036,0.0002921347,0.002803555],"category_scores_gemma":[0.006459984,0.0001363494,0.000163647,0.003747187,0.000726705,0.001025992,0.0009494265,0.0002683933,0.00020213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644368,"about_ca_system_score_gemma":0.002147726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06067824,"about_ca_topic_score_gemma":0.1099039,"domain_scores_codex":[0.9984061,0.0003093588,0.0001686851,0.0002631192,0.0004449526,0.0004078553],"domain_scores_gemma":[0.9945919,0.001221329,0.002316529,0.0001716872,0.0007307758,0.0009677306],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002492457,0.00001560028,0.9939858,0.00002674927,0.000010629,0.00006306322,0.001702409,0.00001836881,0.00005058919,0.0001142836,0.0004745641,0.00351304],"study_design_scores_gemma":[0.000001002207,0.00001560966,0.9954752,0.00002912452,0.000004007493,0.0001160356,0.003610814,0.00004602773,0.00002707369,0.00008799593,0.0005842061,0.000002939027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955058,0.001295525,0.00008438834,0.0005691812,0.00001787047,0.00001106343,0.0007409878,0.000004162622,0.001770969],"genre_scores_gemma":[0.9991298,0.0003389172,0.00005495556,0.00008726589,0.00002519915,0.000008404721,0.0002100034,0.000001904803,0.0001433891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9982305,"threshold_uncertainty_score":0.1206501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1407547760805768,"score_gpt":0.3468376193137535,"score_spread":0.2060828432331767,"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."}}