{"id":"W3112800529","doi":"10.1002/alz.041463","title":"Sedative use by older adults with dementia is higher among women than men and exceeds recommendations","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Association of Canadian College and University Teachers of English; Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Sedative; Medicine; Dementia; Sedative/hypnotic; Cohort; Medical prescription; Galantamine; Psychiatry; Internal medicine; Donepezil; Pharmacology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000348015,0.0001569313,0.0002876063,0.0005998425,0.0005931137,0.0007092644,0.0002613131,0.0001974305,0.002332863],"category_scores_gemma":[0.001727807,0.0001222393,0.0004325658,0.001220969,0.0002439926,0.0002186238,0.0003636811,0.0002856391,0.0002695791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001353729,"about_ca_system_score_gemma":0.00204592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4572309,"about_ca_topic_score_gemma":0.5696369,"domain_scores_codex":[0.9995402,0.00004575695,0.00004666886,0.00008104022,0.0001666594,0.0001196104],"domain_scores_gemma":[0.9989698,0.00008475017,0.0005667315,0.00003633609,0.0002104762,0.0001319441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001556859,0.000003550538,0.9978405,0.0000174912,0.0000177904,0.0000307678,0.0001031858,0.000004283396,0.00005954099,0.000007751732,0.0001720917,0.001727475],"study_design_scores_gemma":[0.000001171107,0.000006883249,0.999216,0.00002625376,0.00001005115,0.00007892982,0.0002954805,0.00001213121,0.00001920691,0.000006423118,0.0003263115,0.000001224597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916595,0.002594183,0.00009222782,0.0003592348,0.00002501403,0.00001567731,0.001446781,0.000008202415,0.003799143],"genre_scores_gemma":[0.9982283,0.0007476536,0.00005845324,0.0001166152,0.000008788968,0.000004399573,0.0003433106,0.000001685796,0.0004908168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4572309,"threshold_uncertainty_score":0.9091391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02436037052863209,"score_gpt":0.2802797951998471,"score_spread":0.255919424671215,"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."}}