{"id":"W3038686267","doi":"10.1093/aje/kwaa103","title":"Response to Society for Epidemiologic Research Diversity and Inclusion Survey Commentaries","year":2020,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mailman School of Public Health, Columbia University; California Center for Population Research, University of California, Los Angeles; National Center for Advancing Translational Sciences; National Institute of Child Health and Human Development; National Institute on Drug Abuse; Université de Montréal; National Heart, Lung, and Blood Institute; Foundation for the National Institutes of Health; Doris Duke Charitable Foundation; University of California, San Francisco; Genentech; National Institute of Environmental Health Sciences; University of California, Los Angeles; National Institutes of Health; National Institute on Aging; Emory University; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Aarhus Universitet","keywords":"Diversity (politics); Inclusion (mineral); Medicine; Environmental health; Epidemiology; Gerontology; Sociology; Social science; Anthropology; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07213384,0.001740375,0.002395736,0.003875721,0.007681412,0.005976431,0.005336177,0.03723671,0.02139709],"category_scores_gemma":[0.3298102,0.001497315,0.002837681,0.004216823,0.003698903,0.005633675,0.007891078,0.03434292,0.009791858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008369009,"about_ca_system_score_gemma":0.01208227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006387346,"about_ca_topic_score_gemma":0.004745439,"domain_scores_codex":[0.9322014,0.0293834,0.01477157,0.003413745,0.01606672,0.004163219],"domain_scores_gemma":[0.6583856,0.2081567,0.02795896,0.00817992,0.08725055,0.01006825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004256293,0.00001222375,0.0002931651,0.0002708158,0.00001179712,0.0001122384,0.0006841973,0.00002328698,0.00007003394,0.0005423491,0.9947009,0.003236529],"study_design_scores_gemma":[0.00008356275,0.00006538774,0.002432638,0.001749304,0.00003512483,0.0001820987,0.00416767,0.0003552255,0.0002636073,0.001268094,0.9892728,0.000124439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008122738,0.000802974,0.0005773658,0.914623,0.07786818,0.0003555698,0.001221517,0.000344334,0.003394659],"genre_scores_gemma":[0.007203469,0.0008400652,0.000962864,0.9483961,0.03530845,0.00145274,0.0004064619,0.0001942153,0.005235583],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07213384,"threshold_uncertainty_score":0.3814847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4187969815085931,"score_gpt":0.5680333831802914,"score_spread":0.1492364016716983,"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."}}