{"id":"W4318574441","doi":"10.32920/21979751","title":"Inclusion, diversity, equity, and accessibility: From organizational responsibility to leadership competency","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Public relations; Health care; Inclusion (mineral); Political science; Racism; Mentorship; Health equity; Equity (law); Context (archaeology); Corporate governance; Diversity (politics); Sociology; Management; Social science; Gender studies","routes":{"ca_aff":false,"ca_fund":false,"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":[0.008692698,0.0002260355,0.0001797184,0.000889442,0.008367719,0.01407947,0.0007745429,0.001793262,0.006026268],"category_scores_gemma":[0.01055274,0.0002241099,0.0002134096,0.0009472404,0.03370031,0.006106394,0.008578487,0.003997348,0.0005230622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01139617,"about_ca_system_score_gemma":0.03466039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04719195,"about_ca_topic_score_gemma":0.05542967,"domain_scores_codex":[0.9918227,0.004938589,0.0001728412,0.0003708799,0.001392129,0.001302869],"domain_scores_gemma":[0.9900131,0.003561668,0.0006837985,0.0006383058,0.0009554247,0.004147568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002335415,0.0001417441,0.01078518,0.0001659905,0.00001134625,0.0003630678,0.2012061,0.0002775537,0.0004663522,0.7017792,0.02162557,0.06315451],"study_design_scores_gemma":[0.00002736093,0.0000678236,0.02134475,0.0007875945,0.000013086,0.0003583956,0.3203188,0.0008117898,0.0007167177,0.3772854,0.2782222,0.00004604267],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2017507,0.003177529,0.02692533,0.274737,0.001304672,0.0001632846,0.00006277288,0.0001140759,0.4917647],"genre_scores_gemma":[0.9801909,0.0009775819,0.004046616,0.004107246,0.0001372598,0.0000425621,0.00002149812,0.00003898657,0.01043736],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04719195,"threshold_uncertainty_score":0.09383452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2948177494985458,"score_gpt":0.4906434840279779,"score_spread":0.195825734529432,"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."}}