{"id":"W4207024588","doi":"10.1136/bmjopen-2021-056396","title":"Night shift work, chemical coexposures and risk of female breast cancer in the Norwegian Offshore Petroleum Workers (NOPW) cohort: a prospectively recruited case-cohort study","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Norges Forskningsråd","keywords":"Medicine; Breast cancer; Cohort; Shift work; Cohort study; Gynecology; Obstetrics; Cancer; Demography; Oncology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002635543,0.0002739849,0.0005542673,0.000140017,0.0002813298,0.00008813968,0.000840447,0.0001480671,0.00184394],"category_scores_gemma":[0.00005820976,0.0002113234,0.00008186058,0.0009340671,0.0001643666,0.0000927613,0.0005545561,0.0009830683,0.00001283862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001406137,"about_ca_system_score_gemma":0.0001208549,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01246958,"about_ca_topic_score_gemma":0.004433129,"domain_scores_codex":[0.9964793,0.001281723,0.0005963805,0.0007239649,0.0004949701,0.0004236402],"domain_scores_gemma":[0.9983398,0.0003403917,0.0003665,0.0008033121,0.00005634191,0.00009363412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002092935,0.0009825621,0.9684135,0.000004755129,0.0009959862,0.0009608632,0.02002896,0.0001039058,0.000002444367,0.00005965433,0.003451435,0.002903003],"study_design_scores_gemma":[0.002559083,0.0002398529,0.9760767,0.00009901092,0.000303055,0.0002305959,0.02011571,0.000006331251,0.000004064132,0.00001687338,0.00006776531,0.0002809435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790013,0.000205354,0.000001815932,0.0005524103,0.000283695,0.01203107,0.0002522051,0.00002607963,0.007646118],"genre_scores_gemma":[0.9879283,0.00001062758,0.00002530247,0.0001035816,0.0000771668,0.01141749,0.00002130785,0.00004216784,0.0003740798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008927018,"threshold_uncertainty_score":0.9990685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03780949865708193,"score_gpt":0.3583828772705493,"score_spread":0.3205733786134674,"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."}}