{"id":"W43892490","doi":"10.1177/070674371105600609","title":"Mortality Associated with Benzodiazepines and Benzodiazepine-Related Drugs among Community-Dwelling Older People in Finland: A Population-Based Retrospective Cohort Study","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Sleep and related disorders","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Society of Hospital Pharmacists of Australia","keywords":"Medicine; Hazard ratio; Antipsychotic; Cohort; Confounding; Medical prescription; Population; Retrospective cohort study; Cohort study; Pharmacoepidemiology; Benzodiazepine; Confidence interval; Demography; Psychiatry; Internal medicine; Schizophrenia (object-oriented programming); Pharmacology; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009174534,0.0004314505,0.0005184865,0.001152441,0.0005840821,0.0007311929,0.0004190449,0.0005693128,0.0005958634],"category_scores_gemma":[0.001505999,0.0004050398,0.000830762,0.001625801,0.0002268129,0.0004520419,0.0005260968,0.0003387769,0.000149237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005491022,"about_ca_system_score_gemma":0.0006513933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0161695,"about_ca_topic_score_gemma":0.01539093,"domain_scores_codex":[0.9993407,0.0001177302,0.00009037507,0.0002021528,0.0001486276,0.0001002731],"domain_scores_gemma":[0.9991515,0.00007948202,0.0004093751,0.00008936472,0.0001346247,0.0001356634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007611921,0.00002409751,0.998957,0.00001374418,0.0001037569,0.0001238869,0.0000575395,0.000022755,0.0001322754,0.000005813451,0.00006325224,0.0004197541],"study_design_scores_gemma":[0.0000121684,0.00007705839,0.9992968,0.000008341632,0.00005881366,0.0002371674,0.00008434444,0.00006273616,0.00002756704,0.000006546322,0.0001245337,0.000004013941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980813,0.000412198,0.00007886735,0.00001981686,0.00000684159,0.00002390743,0.001190884,0.000003583006,0.0001825379],"genre_scores_gemma":[0.9978795,0.0003365865,0.0001264374,0.00002884675,0.00001724015,0.00003605734,0.001446279,0.000001452431,0.0001275953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0161695,"threshold_uncertainty_score":0.03215075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01358453252890264,"score_gpt":0.2484010971482757,"score_spread":0.2348165646193731,"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."}}