{"id":"W1991403600","doi":"10.12927/hcq..16641","title":"Healthcare, Race and Diversity: Time to Act","year":2002,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Legislation; Race (biology); Diversity (politics); Multiculturalism; Health care; Representation (politics); Nursing; White (mutation); Civil rights; Political science; Medicine; Public administration; Public relations; Sociology; Law; Gender studies; Politics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008231442,0.0004066752,0.0007672292,0.000266587,0.003116257,0.00002735315,0.0003903527,0.0004927961,0.003507482],"category_scores_gemma":[0.00008587348,0.0004111141,0.00008110576,0.0006567346,0.00007839396,0.00027695,0.0002748567,0.001079206,0.01838673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006171851,"about_ca_system_score_gemma":0.0002071431,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008248805,"about_ca_topic_score_gemma":0.002506603,"domain_scores_codex":[0.9944875,0.001192401,0.0009372165,0.000844296,0.0006327993,0.001905835],"domain_scores_gemma":[0.9961314,0.0005380734,0.0002914958,0.0007972098,0.0003862468,0.001855613],"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":[0.0003169173,0.0001628164,0.1165175,0.002503673,0.00004353507,0.0001059436,0.09228412,0.000001059996,0.00002405618,0.004382949,0.4202602,0.3633972],"study_design_scores_gemma":[0.00235838,0.00526384,0.0757309,0.002137952,0.00004072412,0.00004534868,0.01412096,0.0004614626,0.000002911902,0.00191422,0.8967978,0.001125483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5551577,0.005267743,0.00006192706,0.4111405,0.001657821,0.005076523,0.00020558,0.001156019,0.0202762],"genre_scores_gemma":[0.929431,0.0003547853,0.0009415126,0.03960928,0.0007480337,0.0001741709,0.00002900317,0.00008284498,0.02862935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4765377,"threshold_uncertainty_score":0.9998341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04965753436432074,"score_gpt":0.380908485090645,"score_spread":0.3312509507263242,"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."}}