{"id":"W2553349356","doi":"10.1097/jom.0000000000000878","title":"Lung Cancer Among Firefighters","year":2016,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Lung cancer; Medicine; Cancer; Environmental health; Oncology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001118598,0.0002889308,0.0002914601,0.001134754,0.0003149177,0.0004416889,0.000276025,0.0003393833,0.001922863],"category_scores_gemma":[0.002003255,0.0002441015,0.0006535517,0.0005146067,0.0001998861,0.0002826411,0.0003558041,0.0002219831,0.0002518602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003290595,"about_ca_system_score_gemma":0.00036994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008211541,"about_ca_topic_score_gemma":0.008987497,"domain_scores_codex":[0.9993213,0.0001685844,0.00005879896,0.0002336622,0.0001234343,0.00009415206],"domain_scores_gemma":[0.9991871,0.0001567343,0.0004055256,0.00007150748,0.00009893068,0.00008016198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008036988,0.00001197634,0.9979947,0.00001815174,0.00007308631,0.0000515803,0.00003815769,0.0000280828,0.0002416067,0.000005347963,0.00004113399,0.001415784],"study_design_scores_gemma":[0.000006309039,0.00007421846,0.9992933,0.00001218444,0.00006371665,0.0002187456,0.00006679506,0.00004303349,0.00006902876,0.00001177099,0.0001391176,0.000001727281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982855,0.0009039125,0.0001476472,0.00003544922,0.000005938006,0.000006919125,0.0003319371,0.000004427344,0.0002782037],"genre_scores_gemma":[0.9990309,0.0002772284,0.0001035922,0.00002377037,0.00001687634,0.000006419846,0.0003385802,0.000001351958,0.0002011237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008211541,"threshold_uncertainty_score":0.0163275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04584130590059817,"score_gpt":0.427279857247527,"score_spread":0.3814385513469289,"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."}}