{"id":"W2765957998","doi":"10.1186/s12877-017-0636-8","title":"Antipsychotics and dementia in Canada: a retrospective cross-sectional study of four health sectors","year":2017,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Winnipeg Regional Health Authority; Research Institute for Aging; McMaster University; University of Waterloo","funders":"","keywords":"Medicine; Dementia; Cross-sectional study; Retrospective cohort study; Rehabilitation; Gerontology; Family medicine; Psychiatry; Physical therapy; Internal medicine; Disease; Pathology","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":[0.0008623912,0.000455847,0.0006124113,0.001943657,0.003389542,0.001584112,0.001115574,0.0006676799,0.001178317],"category_scores_gemma":[0.002470491,0.0007669653,0.0007631195,0.006267565,0.0008288287,0.0005213264,0.001347818,0.000885585,0.0002453515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02014425,"about_ca_system_score_gemma":0.02275459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9816436,"about_ca_topic_score_gemma":0.9853045,"domain_scores_codex":[0.9985765,0.0001203367,0.0001476726,0.0002219427,0.0005566447,0.0003767808],"domain_scores_gemma":[0.9969512,0.0001622928,0.000911669,0.0001157373,0.001199313,0.000659759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001990041,0.0000210191,0.9990095,0.00001431596,0.00002403586,0.00003448081,0.0001877433,0.00001813805,0.00003236227,0.00001077741,0.0001386506,0.0004891193],"study_design_scores_gemma":[0.000006685435,0.00003416976,0.9986101,0.00002366409,0.00002439537,0.00008385666,0.0007729958,0.0001314632,0.00002477021,0.000007881967,0.000274241,0.000005681571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940538,0.0005746212,0.0000919472,0.0001431953,0.000007424636,0.0001098612,0.00409545,0.00000943946,0.0009141822],"genre_scores_gemma":[0.9960803,0.0006556947,0.0002670587,0.000200469,0.000007396293,0.00005569787,0.002362469,0.000004278818,0.0003666342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02014425,"threshold_uncertainty_score":0.1461574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05909294499999302,"score_gpt":0.3480528639921388,"score_spread":0.2889599189921457,"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."}}