{"id":"W3007056219","doi":"10.1093/sleep/zsaa032","title":"Insomnia, hypnotic use, and road collisions: a population-based, 5-year cohort study","year":2020,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and related disorders","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier de l'Université Laval; Université Laval; Institut Universitaire en Santé Mentale de Québec","funders":"Canadian Institutes of Health Research","keywords":"Insomnia; Medicine; Hazard ratio; Confidence interval; Population; Excessive daytime sleepiness; Cohort; Hypnotic; Sleep disorder; Accidental; Psychiatry; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0009729739,0.0003611587,0.0003562163,0.0006976327,0.0007939973,0.0007948334,0.0004330282,0.0008060778,0.00142236],"category_scores_gemma":[0.001109262,0.0006596929,0.001009863,0.0009712735,0.0002774902,0.0008908716,0.0006326212,0.0009389583,0.0003703012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003561912,"about_ca_system_score_gemma":0.000558752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01881013,"about_ca_topic_score_gemma":0.02333081,"domain_scores_codex":[0.9995735,0.00009096411,0.00004581752,0.0001094403,0.0000757376,0.0001043996],"domain_scores_gemma":[0.9993536,0.00006580456,0.0002032961,0.00009273188,0.00008930338,0.0001953236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005431743,0.00006755467,0.9992623,0.000004240277,0.00007155679,0.00005288241,0.00006666984,0.00001353557,0.00007286375,0.000006117125,0.00005637798,0.0002716017],"study_design_scores_gemma":[0.000009226428,0.0001739565,0.9992809,0.000004677318,0.00004596285,0.0001163535,0.0001608172,0.00008624086,0.00001381738,0.000007240269,0.00009762347,0.00000316867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998852,0.0001483628,0.0001139994,0.00004299221,0.000009812072,0.00002842563,0.0005578048,0.000003566429,0.0002430303],"genre_scores_gemma":[0.9988703,0.0001691619,0.0001590747,0.00005968401,0.00001489486,0.00003145027,0.0004536237,0.000001828127,0.0002400133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01881013,"threshold_uncertainty_score":0.03740126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02191622633958299,"score_gpt":0.2762746264223646,"score_spread":0.2543584000827816,"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."}}