{"id":"W4387002553","doi":"10.1001/jamainternmed.2023.4832","title":"Racial Disparities in Emergency Department Physical Restraint Use","year":2023,"lang":"en","type":"review","venue":"JAMA Internal Medicine","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; CINAHL; Generalizability theory; Ethnic group; Emergency department; Observational study; MEDLINE; PsycINFO; Family medicine; Meta-analysis; Gerontology; Psychological intervention; Psychiatry; Internal medicine","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":[0.002450204,0.0002406486,0.0007912053,0.001925132,0.000351961,0.0009624973,0.0004777152,0.0006050738,0.005395887],"category_scores_gemma":[0.01463924,0.0001806093,0.001272303,0.003090222,0.00032514,0.001072696,0.0006949182,0.0004418913,0.0001849194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005394989,"about_ca_system_score_gemma":0.001241112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008739859,"about_ca_topic_score_gemma":0.01088143,"domain_scores_codex":[0.9978608,0.0008336217,0.0004500312,0.000392545,0.0003081413,0.0001549364],"domain_scores_gemma":[0.9914733,0.004586498,0.003125719,0.0001939619,0.0004536984,0.0001667098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001369247,0.0002263231,0.6091999,0.08938479,0.01353214,0.0009337811,0.006734223,0.0005831999,0.001056907,0.007421513,0.01567159,0.2538864],"study_design_scores_gemma":[0.0001620014,0.0001643662,0.9078135,0.0489829,0.006096773,0.0008401704,0.002909092,0.0002563712,0.0002187771,0.003730469,0.02877416,0.00005140663],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3338078,0.6190252,0.001872614,0.01940667,0.001140431,0.0002360061,0.007969188,0.00003327212,0.01650879],"genre_scores_gemma":[0.8880273,0.1043805,0.001458441,0.003148139,0.0007461056,0.0002075082,0.001508721,0.00001277089,0.0005104106],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008739859,"threshold_uncertainty_score":0.01805103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1983983442763016,"score_gpt":0.5059128912246588,"score_spread":0.3075145469483572,"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."}}