{"id":"W2100988064","doi":"10.1093/occmed/kqp197","title":"Mortality and cancer incidence in a nickel cohort","year":2010,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Laurentian University","funders":"Cancer Care Ontario","keywords":"Medicine; Incidence (geometry); Lung cancer; Cohort; Standardized mortality ratio; Population; Cancer; Cohort study; Demography; Epidemiology; Occupational medicine; Surgery; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001669012,0.0001019454,0.0001853618,0.00008083622,0.00003718009,0.000002936648,0.00003938935,0.0000530511,0.001524817],"category_scores_gemma":[0.0002265301,0.00007760796,0.00001976332,0.0001223973,0.0002631669,0.00007993748,0.00002694305,0.0001763152,0.00001897942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004670303,"about_ca_system_score_gemma":0.00009445603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001613522,"about_ca_topic_score_gemma":0.0006673658,"domain_scores_codex":[0.9990365,0.00001179294,0.0002117301,0.0002221833,0.0003968779,0.0001209439],"domain_scores_gemma":[0.9995355,0.00008554401,0.00004659376,0.0001359003,0.00003428397,0.0001621647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001612695,0.00008801378,0.9914564,0.00003347003,0.00001566618,0.00001729411,0.00003453285,0.000003073031,0.004945318,0.000746009,0.0006507911,0.00184811],"study_design_scores_gemma":[0.0009618545,0.00006984976,0.9967163,0.0001011796,0.00006512466,0.00002363665,0.00001754534,0.000287791,0.00009202311,0.0004715367,0.001116919,0.00007626633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995718,0.0004003308,0.0000141644,0.001774973,0.0001801346,0.0002364954,0.00002812902,0.00001672329,0.001631077],"genre_scores_gemma":[0.9972834,0.0001895573,0.0002980858,0.00134843,0.0003247345,0.00007343675,0.0001231308,0.000007735882,0.0003514611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005259821,"threshold_uncertainty_score":0.9993879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02970127753710777,"score_gpt":0.3587539779990531,"score_spread":0.3290527004619453,"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."}}