{"id":"W4210508244","doi":"10.1111/jgs.17664","title":"Necessary evil or systemic failure of care? Use of benzodiazepine and antipsychotic medications in older people seeking <scp>emergency department</scp> care","year":2022,"lang":"en","type":"letter","venue":"Journal of the American Geriatrics Society","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Schwartz/Reisman Emergency Medicine Institute","funders":"Schwartz/Reisman Emergency Medicine Institute","keywords":"Medicine; Emergency department; Antipsychotic; Benzodiazepine; Psychiatry; Intensive care medicine; Medical emergency; Schizophrenia (object-oriented programming); Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001089991,0.0003020228,0.0005466038,0.0005881924,0.002815695,0.001341469,0.0005504506,0.01294426,0.007876349],"category_scores_gemma":[0.009551222,0.0002786525,0.0004651144,0.0005393562,0.001014396,0.001825306,0.0007470147,0.007745008,0.002690564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002417834,"about_ca_system_score_gemma":0.002992015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0135674,"about_ca_topic_score_gemma":0.02939129,"domain_scores_codex":[0.9991829,0.0003008251,0.0001190131,0.00007234512,0.0001498704,0.0001751598],"domain_scores_gemma":[0.9970509,0.001167516,0.0003392587,0.00007927257,0.000536766,0.0008263874],"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":[0.0001204683,0.00007484107,0.01233508,0.00006675001,0.00001836588,0.02021902,0.0004759829,0.00006709126,0.0001836912,0.001648482,0.9514745,0.01331565],"study_design_scores_gemma":[0.0005702894,0.0003321471,0.06107519,0.002770163,0.0001175354,0.09131306,0.007889759,0.001313034,0.0006181747,0.01687176,0.8169652,0.0001636914],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005921607,0.001823063,0.00006229132,0.9709677,0.007699489,0.00001364069,0.00009479478,0.00002281369,0.01339467],"genre_scores_gemma":[0.08245762,0.003515824,0.0002697425,0.8641156,0.03541728,0.00004107189,0.00009829565,0.00003113786,0.01405355],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0135674,"threshold_uncertainty_score":0.02697682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01329436801687355,"score_gpt":0.2744458634755912,"score_spread":0.2611514954587176,"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."}}