{"id":"W4387150526","doi":"10.1016/s2468-2667(23)00210-4","title":"Behind elevated hospitalisation rates: addressing racism in the medical system","year":2023,"lang":"en","type":"article","venue":"The Lancet Public Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; Simon Fraser University","funders":"National Institutes of Health","keywords":"Ethnic group; Indigenous; Medicine; Public health; Demography; Cohort; Human immunodeficiency virus (HIV); Gerontology; Family medicine; Political science; Sociology; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.01016902,0.00008940279,0.0002984415,0.0001962693,0.0002664207,0.0001109691,0.0003839124,0.00007283336,0.0002091627],"category_scores_gemma":[0.001981806,0.00004564888,0.00006846184,0.0008992236,0.0001010968,0.0001330305,0.00005781992,0.0006104378,0.0002757554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001921667,"about_ca_system_score_gemma":0.000783172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005771345,"about_ca_topic_score_gemma":0.0003272411,"domain_scores_codex":[0.9967819,0.001057984,0.0004047285,0.0001724786,0.0008880151,0.0006949311],"domain_scores_gemma":[0.9987769,0.0003159306,0.00009152781,0.0004603926,0.00009058075,0.0002646338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006950288,0.0002678127,0.01096381,0.001197006,0.00008496459,0.0001787163,0.01548595,0.00000252404,0.00006833492,0.01467452,0.8393283,0.1176786],"study_design_scores_gemma":[0.008710786,0.003107404,0.503005,0.005168082,0.00002981621,0.0005341365,0.04624484,0.1058168,0.00005627954,0.0007996264,0.3261284,0.0003987893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4712356,0.0004012713,0.0004748361,0.518291,0.0001202109,0.0008560331,0.00002835209,0.0002393535,0.008353348],"genre_scores_gemma":[0.9935622,0.0002434793,0.00002174053,0.003581912,0.0006517805,0.0001183717,0.0002250084,0.00001439539,0.00158114],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5223265,"threshold_uncertainty_score":0.354437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2026444968424364,"score_gpt":0.4514566158223694,"score_spread":0.248812118979933,"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."}}