{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003722884,0.00009071583,0.0001845951,0.00008769061,0.0002396797,9.074418e-7,0.00006467927,0.00006446704,0.003379903],"category_scores_gemma":[0.00005192582,0.00004560825,0.00002698183,0.00004171883,0.0001748939,0.0002412372,0.00002370607,0.0001812362,0.00001591004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001813012,"about_ca_system_score_gemma":0.00009045846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004435158,"about_ca_topic_score_gemma":0.00001375959,"domain_scores_codex":[0.9987515,0.00006757516,0.0005394386,0.00008657138,0.0003694275,0.0001855411],"domain_scores_gemma":[0.9989374,0.0003493217,0.0004106387,0.0000567863,0.00003049086,0.0002153718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000389141,0.00001748046,0.979311,0.00005301615,0.00001829636,0.000003203429,0.0004691028,0.000002561918,0.0006783562,0.00006943198,0.009629293,0.009359147],"study_design_scores_gemma":[0.001690072,0.0001526133,0.9794946,0.0006345917,0.00002298142,0.000008734162,0.0001665826,0.00009061048,0.00001763632,0.00007832376,0.0175845,0.0000587118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925842,0.001284669,0.0002437997,0.004507766,0.0007319236,0.0001208673,0.00005261833,0.000004056864,0.0004700968],"genre_scores_gemma":[0.9937118,0.002328847,0.0000930715,0.001407705,0.001209935,0.00001252404,0.000009222697,0.000007334329,0.001219606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009300436,"threshold_uncertainty_score":0.9975311,"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."}}