{"id":"W4281770913","doi":"10.1016/j.canep.2022.102199","title":"Cancer incidence among Canadian Veterans: A matched cohort study","year":2022,"lang":"en","type":"article","venue":"Cancer Epidemiology","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Public Health Ontario; University of Toronto; Dalhousie University; Manitoba Health; University of Manitoba; Institute for Clinical Evaluative Sciences","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Population; Cohort; Veterans Affairs; Cancer registry; Cancer; Cohort study; Hazard ratio; Demography; Military personnel; Relative risk; Gerontology; Internal medicine; Environmental health; Confidence interval","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008012432,0.0009568667,0.000782762,0.003059435,0.00469582,0.001891272,0.001910158,0.001245462,0.003738124],"category_scores_gemma":[0.001609859,0.001168294,0.001697473,0.008038863,0.0006351746,0.0008547804,0.001076166,0.001284222,0.0007105661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02043671,"about_ca_system_score_gemma":0.02300379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9905835,"about_ca_topic_score_gemma":0.9903329,"domain_scores_codex":[0.9987131,0.00007815922,0.00006627658,0.0002381645,0.0003001131,0.0006041079],"domain_scores_gemma":[0.9982978,0.00005306253,0.0002058944,0.0001236515,0.0008657662,0.0004538895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003116719,0.0001253418,0.9937505,0.00002656963,0.0002082383,0.0001643093,0.0005143234,0.00006711155,0.0002143841,0.0000721223,0.0018664,0.002679021],"study_design_scores_gemma":[0.00002554527,0.00004694329,0.9975289,0.00001543494,0.00009696496,0.00009617193,0.0007957138,0.0001290182,0.00003757773,0.00001755307,0.001192399,0.00001796263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987663,0.0009377656,0.0001314853,0.000276788,0.00004774959,0.00008154137,0.008624907,0.00002510687,0.002211728],"genre_scores_gemma":[0.9915685,0.0009839856,0.0002222464,0.0001720202,0.00002518076,0.00005200827,0.004179188,0.00001264715,0.002784203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02043671,"threshold_uncertainty_score":0.1482794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1638735966960934,"score_gpt":0.5247854523424169,"score_spread":0.3609118556463235,"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."}}