{"id":"W4200480644","doi":"10.1016/j.psychres.2021.114343","title":"Walking the walk: Advice for anti-racist academic leaders","year":2021,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Lawson Health Research Institute","funders":"","keywords":"Racism; Mental health; Institutional racism; Health equity; Public relations; Courage; Diversity (politics); Equity (law); Criminology; Sociology; Psychology; Social psychology; Political science; Gender studies; Health care; Law; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.008377042,0.00127402,0.001621411,0.00172992,0.02494159,0.007158344,0.004956941,0.04552308,0.05904437],"category_scores_gemma":[0.05647887,0.001215284,0.002335008,0.0009491448,0.004646773,0.01168749,0.0117473,0.04292775,0.02249473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00324605,"about_ca_system_score_gemma":0.02035906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008331097,"about_ca_topic_score_gemma":0.03907121,"domain_scores_codex":[0.9923825,0.003631072,0.0003983697,0.0003601068,0.001138064,0.002090008],"domain_scores_gemma":[0.9310178,0.01078663,0.002059702,0.001096279,0.008895557,0.04614406],"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":[0.00003794088,0.0001965283,0.001174032,0.0001187933,0.00001427404,0.0006478317,0.003531424,0.00002913954,0.0001216083,0.000691973,0.9763901,0.01704629],"study_design_scores_gemma":[0.0003570587,0.000220146,0.005324528,0.00210505,0.00006420922,0.001800682,0.07343442,0.0002073241,0.0001530796,0.01293439,0.9032288,0.0001703165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00251539,0.002014239,0.0006414491,0.9706608,0.01358195,0.0001042627,0.00004650419,0.0001632199,0.01027215],"genre_scores_gemma":[0.03980988,0.004231252,0.007795689,0.8749101,0.02311689,0.001007331,0.0001525564,0.0002865572,0.04868975],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05904437,"threshold_uncertainty_score":0.1975231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1942430985099161,"score_gpt":0.4797733202287083,"score_spread":0.2855302217187922,"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."}}