{"id":"W2794823540","doi":"10.1186/s12916-018-1025-7","title":"Sleep deficiency and motor vehicle crash risk in the general population: a prospective cohort study","year":2018,"lang":"en","type":"article","venue":"BMC Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of General Medical Sciences; Federal Emergency Management Agency; York University; National Space Biomedical Research Institute; Case Western Reserve University; National Institute on Aging; University of Washington; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; University of Minnesota; National Aeronautics and Space Administration","keywords":"Medicine; Population; Polysomnography; Sleep apnea; Obstructive sleep apnea; Excessive daytime sleepiness; Cohort study; Cohort; Poison control; Apnea; Physical therapy; Pediatrics; Sleep disorder; Psychiatry; Anesthesia; Internal medicine; Emergency medicine; Insomnia; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001185847,0.0004247959,0.000484893,0.0007787832,0.0005853156,0.0007226659,0.0004378675,0.0005968545,0.0009760234],"category_scores_gemma":[0.001789382,0.0006163457,0.0007598277,0.001264,0.0002916477,0.0004938563,0.0004439551,0.0009327124,0.0002095747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003321698,"about_ca_system_score_gemma":0.0004922569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01967132,"about_ca_topic_score_gemma":0.01862583,"domain_scores_codex":[0.9994376,0.0001503572,0.00005179359,0.0001612493,0.0001056869,0.00009327017],"domain_scores_gemma":[0.9990133,0.0001255817,0.0003049435,0.0001581301,0.000155043,0.0002429637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001170248,0.00006551231,0.9990427,0.000006194691,0.0001298636,0.00006403385,0.0000550159,0.00001807945,0.0001064809,0.000006269991,0.00006149513,0.0003273183],"study_design_scores_gemma":[0.00002023953,0.0001666529,0.9993516,0.000005347191,0.00006382705,0.0001201384,0.00009367887,0.0000801858,0.00001200835,0.000008126788,0.000075271,0.000003061353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990866,0.0001839182,0.00006991017,0.00002666458,0.000006525252,0.00002171138,0.0004603851,0.000002959376,0.0001412203],"genre_scores_gemma":[0.9989723,0.0001810066,0.0001096728,0.00003490516,0.000009505293,0.00002688505,0.0005396768,0.000001959811,0.0001240531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01967132,"threshold_uncertainty_score":0.03911364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02397552448971899,"score_gpt":0.3348484279475272,"score_spread":0.3108729034578083,"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."}}