{"id":"W3007380860","doi":"10.1136/bmj.m644","title":"NHS trusts are given new powers to bar racist patients","year":2020,"lang":"en","type":"article","venue":"BMJ","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harassment; Quarter (Canadian coin); Ethnic group; Medicine; Family medicine; Nursing; Psychology; Political science; Law; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002600912,0.0001355786,0.0002937407,0.00003539343,0.0002820957,0.00000618628,0.000173327,0.0002115035,0.0008268017],"category_scores_gemma":[0.00053679,0.0001181245,0.00005569841,0.0001378169,0.000007984253,0.00005282784,0.0001060472,0.0004021709,0.005300528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001077797,"about_ca_system_score_gemma":0.0003472634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007497424,"about_ca_topic_score_gemma":0.0003707305,"domain_scores_codex":[0.9981025,0.0003379727,0.0005184955,0.0002972959,0.0002869907,0.0004567501],"domain_scores_gemma":[0.9984362,0.0001006336,0.0001890553,0.000270391,0.0001494967,0.0008542048],"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":[0.000063903,0.0000202657,0.06060218,0.0004103595,0.00001285807,0.00001397412,0.02222244,0.000002390866,0.000007651905,0.0001712878,0.9087096,0.007763054],"study_design_scores_gemma":[0.0006828459,0.0001556693,0.1300647,0.0003004019,0.000003928234,2.346916e-7,0.01087834,0.000007444071,0.000001811769,0.00002681338,0.8577356,0.000142113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3080706,0.0004091979,0.0001324223,0.6420473,0.003103564,0.003948409,0.0001663419,0.000282732,0.04183944],"genre_scores_gemma":[0.9723386,0.00002215675,0.0002656008,0.01983163,0.00221239,0.0001031591,0.00001698269,0.00003768028,0.005171836],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.664268,"threshold_uncertainty_score":0.995474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1496255356081489,"score_gpt":0.4569073958200195,"score_spread":0.3072818602118706,"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."}}