{"id":"W2328019625","doi":"10.1097/01.ede.0000392006.01979.98","title":"Light, Sleep Duration, and Melatonin Among Rotating Shift Nurses","year":2010,"lang":"en","type":"article","venue":"Epidemiology","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Melatonin; Circadian rhythm; Morning; Shift work; Medicine; Population; Physiology; Audiology; Psychology; Internal medicine; Environmental health; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003691979,0.0001241253,0.0001551928,0.0003144152,0.0002897387,0.0002759444,0.0001869991,0.0001890933,0.002770504],"category_scores_gemma":[0.001442645,0.000115588,0.0001834734,0.0002945508,0.0001114202,0.0001586836,0.0002280085,0.0002046327,0.0003744687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000213395,"about_ca_system_score_gemma":0.0002552923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00571528,"about_ca_topic_score_gemma":0.007815152,"domain_scores_codex":[0.9997997,0.00005328075,0.00002336096,0.00003308352,0.00005521744,0.00003546529],"domain_scores_gemma":[0.9987632,0.0002784485,0.0005268522,0.00003697097,0.000177008,0.0002175163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000207565,0.00006751515,0.9968021,0.00001495249,0.00001324999,0.00003638499,0.0001469838,0.00001045335,0.000463653,0.000003060727,0.00009299778,0.002141048],"study_design_scores_gemma":[0.00000303384,0.0001885604,0.9994534,0.000003668221,0.000003893615,0.00003640787,0.0001955967,0.00001831529,0.0000244924,0.000002265324,0.00006941793,8.560091e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993213,0.0001773016,0.00002915427,0.00002182057,0.000006446883,0.000008641588,0.000105154,0.000001147382,0.0003290787],"genre_scores_gemma":[0.999329,0.00008441524,0.00006558916,0.00002161575,0.000008384131,0.00001845581,0.0001313658,0.000001252145,0.0003400786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00571528,"threshold_uncertainty_score":0.01136404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02274673508242334,"score_gpt":0.3290946389322237,"score_spread":0.3063479038498004,"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."}}