{"id":"W4283331147","doi":"10.1097/jom.0000000000002606","title":"Breast Cancer Among Female Flight Attendants and the Role of the Occupational Exposures","year":2022,"lang":"en","type":"review","venue":"Journal of Occupational and Environmental Medicine","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Circadian rhythm; Incidence (geometry); Confidence interval; Breast cancer; Observational study; Meta-analysis; Demography; Environmental health; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005304295,0.0002096578,0.0008940071,0.0001350064,0.0001770114,0.000006054601,0.0001429473,0.00008377546,0.001660048],"category_scores_gemma":[0.00004607944,0.00009195667,0.0002418833,0.0001343361,0.0007531983,0.0000810362,0.00007152664,0.0004070482,6.094376e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001073841,"about_ca_system_score_gemma":0.0001427975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003722973,"about_ca_topic_score_gemma":0.000001913535,"domain_scores_codex":[0.9979689,0.0001880857,0.0007863524,0.0001439609,0.000809876,0.0001028385],"domain_scores_gemma":[0.9982501,0.0004060893,0.001075689,0.0001448635,0.00001844258,0.0001048522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001458837,0.0001663326,0.3078576,0.0008402693,0.0008484616,0.000009551486,0.0006065348,0.000008519366,0.00001895008,0.0001376604,0.0005432638,0.687504],"study_design_scores_gemma":[0.002691052,0.0002270884,0.6641877,0.002278419,0.001418727,0.001643054,0.0003935683,0.00002384964,0.000005642473,0.00005970201,0.3269583,0.0001128801],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03820347,0.9604603,0.000002587214,0.0003936975,0.0002614791,0.0003407039,0.0002365304,0.000001692294,0.00009956228],"genre_scores_gemma":[0.1050624,0.8938397,0.00001426415,0.0002369886,0.0005918916,0.00002151055,0.00005253208,0.00001584649,0.0001649042],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6873911,"threshold_uncertainty_score":0.9992526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02773366801873938,"score_gpt":0.3123279414705564,"score_spread":0.284594273451817,"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."}}