{"id":"W2803372696","doi":"10.1371/journal.pone.0196989","title":"Night shift work exposure profile and obesity: Baseline results from a Chinese night shift worker cohort","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Shift work; Cohort; Baseline (sea); Obesity; Cohort study; Medicine; Internal medicine; Biology; Psychiatry; Fishery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006190545,0.000415378,0.0005892291,0.0001490251,0.0002542605,0.00008168806,0.0003386487,0.0005614286,0.004800958],"category_scores_gemma":[0.0003020977,0.0003411464,0.00008682904,0.0006739996,0.0002433311,0.0001434358,0.0001350416,0.0006473075,0.002772282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003198201,"about_ca_system_score_gemma":0.00002962207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000285795,"about_ca_topic_score_gemma":0.0003063486,"domain_scores_codex":[0.9969566,0.0003455177,0.0006424511,0.000984892,0.0004621183,0.0006083879],"domain_scores_gemma":[0.9977316,0.0005478,0.0002035457,0.001100839,0.0001177354,0.0002984619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001723757,0.002556141,0.9686958,0.00000675836,0.001571248,0.0001001396,0.006315704,3.756763e-7,0.00008245718,0.0001256464,0.01611282,0.002709168],"study_design_scores_gemma":[0.004151516,0.0003533935,0.9914538,0.000929589,0.0005294623,0.000001163528,0.00007788652,0.00002674177,0.0005728942,0.0004985154,0.0007624953,0.0006425335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747863,0.001672934,0.0001013665,0.001832358,0.0005904018,0.0007933964,0.0002672315,0.0002972921,0.01965877],"genre_scores_gemma":[0.9918295,0.00004540781,0.002271905,0.0006567498,0.00172281,0.0001292784,0.0004431369,0.00007958562,0.002821584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02275802,"threshold_uncertainty_score":0.999904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02316090559581123,"score_gpt":0.2493088684756562,"score_spread":0.226147962879845,"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."}}