{"id":"W2292189639","doi":"10.1158/1055-9965.epi-15-1178","title":"Shift Work, Chronotype, and Melatonin Patterns among Female Hospital Employees on Day and Night Shifts","year":2016,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Cancer Care Ontario; Queen's University","funders":"Canadian Institutes of Health Research; Health Canada; Health Research Board","keywords":"Chronotype; Melatonin; Shift work; Evening; Night work; Medicine; Circadian rhythm; Nocturnal; Demography; Internal medicine; Endocrinology; Psychiatry","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":[0.000143213,0.0001624474,0.00013512,0.0004563522,0.0001998863,0.0002179237,0.0001206546,0.0001395292,0.001114746],"category_scores_gemma":[0.0005022147,0.0001012806,0.0001671541,0.0003457128,0.0001208348,0.0001245374,0.0001984972,0.00008760143,0.0001709526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002102536,"about_ca_system_score_gemma":0.0002009622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004801764,"about_ca_topic_score_gemma":0.007418851,"domain_scores_codex":[0.9998735,0.00002222864,0.00001166782,0.00002952819,0.00002448001,0.00003854127],"domain_scores_gemma":[0.999581,0.00005639306,0.0002037462,0.00002151806,0.00004024476,0.00009705859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009702264,0.00001035831,0.9983811,0.000003879229,0.00001044847,0.00003397112,0.00006063415,0.00001016017,0.0005898683,0.000001752134,0.00001747893,0.0007833808],"study_design_scores_gemma":[8.157726e-7,0.00004678954,0.9997641,7.975603e-7,0.00000243252,0.00003643969,0.00008547676,0.00001029159,0.00002959894,0.00000145161,0.00002117264,5.685292e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997476,0.00007875957,0.00002103317,0.000004913084,0.000001595148,0.000001824018,0.0000690232,8.13624e-7,0.00007450635],"genre_scores_gemma":[0.9997374,0.00004275829,0.0000247782,0.000004454169,0.000002886213,0.000002545617,0.00008581367,4.982349e-7,0.00009885763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004801764,"threshold_uncertainty_score":0.009547591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03616785072523843,"score_gpt":0.3046158555579904,"score_spread":0.2684480048327519,"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."}}