{"id":"W3205930654","doi":"10.37964/cr24746","title":"LGBTQ2S+ diversity: leading and celebrating pride","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Physician Leadership","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Pride; Diversity (politics); Public relations; Equity (law); Health care; Political science; Sociology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006293224,0.0001681553,0.0003106949,0.000146273,0.0009954304,0.00007336354,0.0002230024,0.0003113447,0.0005026545],"category_scores_gemma":[0.0002384204,0.0001838093,0.0001092745,0.0002743591,0.0003935141,0.0002825875,0.00004947908,0.00212124,0.00004093201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001727448,"about_ca_system_score_gemma":0.001230951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00022207,"about_ca_topic_score_gemma":0.0025571,"domain_scores_codex":[0.9982358,0.0004451289,0.0003314104,0.0001871685,0.0001377179,0.0006628108],"domain_scores_gemma":[0.9975654,0.0002831731,0.0001938256,0.0000987136,0.000269013,0.001589817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000347469,0.0003078732,0.4579031,0.001381527,0.001416138,0.01366328,0.0398065,0.0007011265,0.1118344,0.02973494,0.0661592,0.2767444],"study_design_scores_gemma":[0.006840926,0.0006737088,0.04341185,0.001159503,0.001386057,0.002196388,0.06058187,0.001301077,0.3351361,0.0110488,0.5342947,0.001969056],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531822,0.006599348,0.00006743852,0.02865091,0.001604889,0.000129377,0.00004736498,0.00001614224,0.009702346],"genre_scores_gemma":[0.9776785,0.00003710762,0.00008722935,0.02039449,0.0009930718,7.927254e-7,0.000004208386,0.00001643901,0.0007881363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4681354,"threshold_uncertainty_score":0.9215851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6426808339745406,"score_gpt":0.4961159656124789,"score_spread":0.1465648683620617,"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."}}