{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001019929,0.0001445286,0.0001975214,0.00007978114,0.0001217574,0.00004873914,0.0001082876,0.0001306026,0.0007152693],"category_scores_gemma":[0.0001522127,0.000130421,0.00004783226,0.0003337203,0.00003572431,0.00008152708,0.00003496514,0.0002005315,0.0004660837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000180098,"about_ca_system_score_gemma":0.00001275563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001237479,"about_ca_topic_score_gemma":0.00007344296,"domain_scores_codex":[0.9988313,0.0001376967,0.0002374706,0.0003954205,0.0001868201,0.0002113381],"domain_scores_gemma":[0.9993925,0.000091467,0.00006242075,0.0002611247,0.00003798594,0.0001545197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009502855,0.0003941975,0.9945049,0.000003575611,0.000229314,0.00002818089,0.001320265,0.0003174451,0.000002997853,0.0002870185,0.001033968,0.001783084],"study_design_scores_gemma":[0.002900374,0.0002703246,0.9921258,0.000007268061,0.0002067453,0.000001586852,0.001864474,0.001318831,9.256297e-7,0.00004501599,0.001086132,0.0001724854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953004,0.0004130119,0.00008200106,0.0006611328,0.0004171643,0.0008869953,0.00001078249,0.0001193639,0.002109193],"genre_scores_gemma":[0.9984038,0.00001109137,0.0001022751,0.001158732,0.00006021154,0.00005850896,0.00003042327,0.00002778302,0.0001472109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00310341,"threshold_uncertainty_score":0.7831697,"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."}}