{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000578256,0.0004194173,0.000358071,0.0006983638,0.000787848,0.0005248102,0.0003432897,0.0003910036,0.0009905405],"category_scores_gemma":[0.0005358367,0.0003532193,0.0006237056,0.0007748311,0.0002406881,0.0003743225,0.0004444439,0.00041136,0.0002123398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005899064,"about_ca_system_score_gemma":0.0008990154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03859939,"about_ca_topic_score_gemma":0.03225203,"domain_scores_codex":[0.9997328,0.00003063603,0.00002500116,0.00008655348,0.00006256435,0.00006244174],"domain_scores_gemma":[0.9996095,0.00001775424,0.00008952983,0.00005133725,0.00008354566,0.0001484361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009773672,0.00005045368,0.9983004,0.000008313263,0.00005228911,0.0000659363,0.0001396821,0.00001839535,0.0004640854,0.000005460281,0.00005744982,0.0007398008],"study_design_scores_gemma":[0.000005632396,0.00005142046,0.9996183,0.000001532317,0.00002257464,0.00005189602,0.00009154309,0.00004045148,0.00003218838,0.000004344487,0.00007777464,0.000002246562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991493,0.00009172844,0.00006983399,0.00001701756,0.000004162744,0.00001430904,0.0005108516,0.000002217058,0.0001405038],"genre_scores_gemma":[0.998476,0.00008921976,0.0001033597,0.00003232161,0.0000101481,0.00002759446,0.0008914029,0.00000266576,0.0003673807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03859939,"threshold_uncertainty_score":0.07674938,"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."}}