{"id":"W4399665889","doi":"10.1101/2024.06.13.24308817","title":"What is the effectiveness of antiracist interventions for ethnic minority healthcare staff? A systematic review","year":2024,"lang":"en","type":"review","venue":"medRxiv","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Psychological intervention; Health care; Systematic review; Medicine; Nursing; Political science; MEDLINE","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":[0.01938657,0.001540915,0.01179059,0.008249898,0.001115542,0.00393093,0.002394415,0.002907932,0.005811107],"category_scores_gemma":[0.09853422,0.001326306,0.00870143,0.006576484,0.001603104,0.003977207,0.001985803,0.002246375,0.0003209487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009230391,"about_ca_system_score_gemma":0.01656436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01116555,"about_ca_topic_score_gemma":0.02763884,"domain_scores_codex":[0.9781125,0.01150312,0.00516943,0.00122277,0.003502154,0.0004898717],"domain_scores_gemma":[0.929319,0.05533811,0.009836043,0.000775966,0.003828479,0.0009025276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005387358,0.00005019932,0.0005289254,0.9583328,0.009035395,0.00004313887,0.0004042623,0.00007902418,0.00005978613,0.0002007044,0.00063999,0.03008706],"study_design_scores_gemma":[0.0006716173,0.00044472,0.002276346,0.9496169,0.03982256,0.00009820883,0.000613941,0.00008203839,0.000116623,0.0002311477,0.005997468,0.00002842215],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003353762,0.993897,0.0001588764,0.0005926142,0.0002234081,0.0009333507,0.000275697,0.00001178791,0.0005534193],"genre_scores_gemma":[0.07315128,0.9213155,0.001241409,0.001213702,0.0002039784,0.002495427,0.000170294,0.00001062713,0.0001977153],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01938657,"threshold_uncertainty_score":0.1025273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2381892202935001,"score_gpt":0.5700337597350732,"score_spread":0.3318445394415731,"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."}}