{"id":"W2891208750","doi":"","title":"Deprescribing Antipsychotics for Behavioral and Psychological Symptoms of Dementia and Insomnia","year":2018,"lang":"en","type":"article","venue":"American family physician","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deprescribing; Medicine; Dementia; Psychiatry; Insomnia; Polypharmacy; Intensive care 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":[0.003368285,0.0002812618,0.0004076303,0.0009302376,0.001488599,0.000472821,0.0006901645,0.001235398,0.002029344],"category_scores_gemma":[0.01101962,0.0001789667,0.0005739907,0.0006510867,0.0003610525,0.0003691194,0.0004249065,0.001349247,0.0006814201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001449547,"about_ca_system_score_gemma":0.009381833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07264709,"about_ca_topic_score_gemma":0.3522351,"domain_scores_codex":[0.997834,0.0005923073,0.0005290192,0.00005469076,0.0007589465,0.0002310433],"domain_scores_gemma":[0.9923363,0.001380355,0.001456937,0.0002309315,0.003394197,0.001201341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002308721,0.001080152,0.08493731,0.001132829,0.00007837017,0.001280946,0.001265589,0.0004387455,0.002980326,0.0009542612,0.2609041,0.6447164],"study_design_scores_gemma":[0.0007165656,0.00132544,0.5185016,0.004232381,0.000293353,0.002771288,0.003046902,0.001288263,0.00375416,0.002212468,0.4617165,0.0001411563],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3744062,0.06162128,0.01642301,0.2647131,0.006981768,0.005840689,0.004443781,0.001084627,0.2644856],"genre_scores_gemma":[0.5769328,0.08332375,0.1155957,0.151549,0.003858427,0.001947848,0.003589408,0.0001935938,0.06300928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07264709,"threshold_uncertainty_score":0.1444485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05240739760949768,"score_gpt":0.3615615019219408,"score_spread":0.3091541043124431,"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."}}