{"id":"W2124368622","doi":"10.1136/oem.60.12.918","title":"Mortality and cancer morbidity in a cohort of Canadian petroleum workers","year":2003,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Imperial Oil (Canada)","funders":"Imperial Oil Limited","keywords":"Medicine; Cohort; Environmental health; Cancer; Cohort study; Petroleum; Occupational exposure; Demography; Pathology; Internal medicine; Biology","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":[0.0001341912,0.000120802,0.0002182303,0.0001952343,0.00004510493,0.000001708028,0.00002051006,0.00005218674,0.0009899132],"category_scores_gemma":[0.00003716501,0.00009866564,0.00002174847,0.0001043154,0.0003583573,0.00005511116,0.00001286048,0.00008287706,0.000002842716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000135706,"about_ca_system_score_gemma":0.00007169494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07615429,"about_ca_topic_score_gemma":0.01433325,"domain_scores_codex":[0.9991015,0.00002579369,0.0002161422,0.0002135379,0.000293542,0.0001494762],"domain_scores_gemma":[0.9995338,0.00004171696,0.00004675121,0.00009117266,0.000003386197,0.0002832144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009253492,0.00009079513,0.9979776,0.00004190544,0.0000391828,0.00001199956,0.00004492876,0.00002642355,0.0008550324,0.0001644971,0.0002093144,0.0004458274],"study_design_scores_gemma":[0.00103056,0.0001060725,0.996361,0.00009773923,0.00008748649,0.0000193842,0.0002135493,0.00008127411,0.0001180858,0.0001029123,0.001695072,0.00008689678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953562,0.001631816,0.000002685944,0.0003893189,0.00004865597,0.0001830229,0.0001305984,0.000003555096,0.002254155],"genre_scores_gemma":[0.9972374,0.001846871,0.00008223084,0.0003499359,0.00003984125,0.00003007876,0.0001807981,0.00000776048,0.0002250963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06182104,"threshold_uncertainty_score":0.9999233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02818791131065316,"score_gpt":0.2796647398618746,"score_spread":0.2514768285512214,"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."}}