{"id":"W2114873866","doi":"10.1001/jama.2011.1851","title":"Sleep Disorders, Health, and Safety in Police Officers","year":2011,"lang":"en","type":"article","venue":"JAMA","topic":"Sleep and related disorders","field":"Psychology","cited_by":407,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Occupational Safety and Health","keywords":"Medicine; Obstructive sleep apnea; Context (archaeology); Sleep apnea; Cohort; Epworth Sleepiness Scale; Insomnia; Cohort study; Prospective cohort study; Psychiatry; Polysomnography; Sleep medicine; Sleep disorder; Cross-sectional study; Apnea; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004254771,0.0001957822,0.0001793521,0.0006156308,0.0008469913,0.0005433537,0.0002378239,0.000371039,0.001895339],"category_scores_gemma":[0.002369768,0.0002517425,0.0002324646,0.0008678871,0.0002767077,0.0003929424,0.0005987649,0.0004836409,0.000233415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005148948,"about_ca_system_score_gemma":0.001126376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03667569,"about_ca_topic_score_gemma":0.04634992,"domain_scores_codex":[0.999673,0.00008198965,0.00003229685,0.00005244716,0.00007401556,0.00008624345],"domain_scores_gemma":[0.9988293,0.00009663375,0.0006405037,0.00004319573,0.0001788101,0.0002115719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001861945,0.0000232645,0.9979528,0.00001207071,0.00001232112,0.00004490847,0.0001478108,0.00001172333,0.00004111803,0.000008463615,0.0002198778,0.00150707],"study_design_scores_gemma":[0.000001829223,0.00004426952,0.999206,0.00001645034,0.000006977047,0.00007543998,0.0003844468,0.00003024132,0.00001287722,0.00001642413,0.000203809,0.000001249119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986915,0.0003009974,0.00003177442,0.000196408,0.00001496541,0.000008537263,0.0003475574,0.00000150791,0.000406765],"genre_scores_gemma":[0.9988391,0.0004836626,0.00006547297,0.00005667176,0.00003178849,0.00001318196,0.0002994333,8.384757e-7,0.0002097894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03667569,"threshold_uncertainty_score":0.07292444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584859361483568,"score_gpt":0.2746507538688479,"score_spread":0.2588021602540121,"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."}}