{"id":"W269925880","doi":"10.1177/070674371005501207","title":"Pharmacoepidemiology of Benzodiazepine and Sedative-Hypnotic Use in a Canadian General Population Cohort during 12 Years of Follow-up","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Sleep and related disorders","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Innovates; Mental Health Commission of Canada; University of Calgary","funders":"Lundbeck Canada; Servier","keywords":"Pharmacoepidemiology; Hypnotic; Sedative/hypnotic; Zolpidem; Benzodiazepine; Medicine; Sedative; Cohort; Psychiatry; Population; Anti-Anxiety Agents; Cohort study; Medical prescription; Insomnia; Pharmacology; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.000874002,0.0004566651,0.0004824177,0.001748508,0.001774632,0.0009450025,0.001184826,0.0006627015,0.001245815],"category_scores_gemma":[0.002798669,0.0004415742,0.0009418609,0.003611642,0.0005345902,0.0004155516,0.000661816,0.0007954198,0.0001706935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01281348,"about_ca_system_score_gemma":0.01179464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9828371,"about_ca_topic_score_gemma":0.9802191,"domain_scores_codex":[0.9990171,0.00007794551,0.00006058344,0.0001959187,0.000367161,0.000281196],"domain_scores_gemma":[0.9984674,0.00008176077,0.0004143594,0.00007934387,0.0005907672,0.0003664484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000518977,0.00001984,0.9984902,0.00001248565,0.00005253564,0.00003689713,0.0001240043,0.00004372046,0.00005875409,0.00001899493,0.000307578,0.0007830253],"study_design_scores_gemma":[0.000003931798,0.00001339124,0.9995246,0.000005332075,0.00001621735,0.00002770919,0.0001039746,0.0001289193,0.0000103516,0.000004921394,0.0001564773,0.000004166381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906255,0.00073576,0.00008899212,0.0002016809,0.00001276075,0.0000639322,0.007017464,0.00001245927,0.001241488],"genre_scores_gemma":[0.9957774,0.000371641,0.0001415174,0.00007834691,0.000007935359,0.00002369228,0.003191295,0.000003314029,0.0004049607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01716292,"threshold_uncertainty_score":0.0929687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521492027598156,"score_gpt":0.2807434179508657,"score_spread":0.2655284976748842,"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."}}