{"id":"W2092365308","doi":"10.1097/00043764-200010000-00009","title":"A Technique to Re-Assess Epidemiologic Evidence in Light of the Healthy Worker Effect: The Case of Firefighting and Heart Disease","year":2000,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; Toronto Public Health","funders":"","keywords":"Medicine; Firefighting; Disease; Cohort study; Cohort; Heart disease; Heart failure; Diabetes mellitus; Environmental health; Gerontology; Internal medicine; Endocrinology","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":[],"consensus_categories":[],"category_scores_codex":[0.002516295,0.00009476623,0.0002971895,0.0000685413,0.0002578835,8.607468e-7,0.00008854942,0.00005769763,0.0002570314],"category_scores_gemma":[0.0005467901,0.00004393849,0.0000316358,0.0001456407,0.000159628,0.0001183459,0.00004388857,0.0003805116,0.000001706122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007394239,"about_ca_system_score_gemma":0.00010118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001659988,"about_ca_topic_score_gemma":0.00004302896,"domain_scores_codex":[0.9980806,0.0005818168,0.0008318283,0.0001037297,0.0002386714,0.0001633781],"domain_scores_gemma":[0.9969926,0.00227909,0.0004088294,0.0001204778,0.00002208305,0.0001769444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002208402,0.0000418096,0.9906332,0.000262355,0.000004328485,0.00001443793,0.0006748504,0.00008316683,0.0003879555,0.00004166038,0.0007335255,0.00491431],"study_design_scores_gemma":[0.000548479,0.0005826972,0.9947031,0.001957319,0.00001729368,0.0001159681,0.0002767169,0.000155321,0.00002526895,0.0002245552,0.001354181,0.00003917264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810203,0.002532201,0.00002395661,0.01569475,0.00009703862,0.0005545297,0.00001742042,0.000001322181,0.00005853809],"genre_scores_gemma":[0.9951378,0.0007992554,0.0002020847,0.003605733,0.0001654455,0.00003595835,0.000001964075,0.000004424923,0.00004735521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01411754,"threshold_uncertainty_score":0.2814313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1026295005504946,"score_gpt":0.4468997073626316,"score_spread":0.3442702068121369,"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."}}