{"id":"W2791120007","doi":"10.1093/occmed/kqx182","title":"Overall mortality of Canadian Armed Forces personnel enrolled 1976–2012","year":2017,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Veterans Affairs Canada; Department of National Defence","funders":"Ministère de la Défense Nationale","keywords":"Medicine; Demography; Population; Military service; Cause of death; Cohort; Military personnel; Mortality rate; Environmental health; Disease; Surgery; Internal medicine; Geography","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":[0.0008723476,0.000890295,0.000559343,0.003809107,0.002006321,0.001117727,0.002184849,0.0005215125,0.004023197],"category_scores_gemma":[0.002754134,0.0004280279,0.0009898155,0.006098542,0.0004623391,0.0004463309,0.001010479,0.0008855956,0.0007085057],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02656486,"about_ca_system_score_gemma":0.03246437,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9947514,"about_ca_topic_score_gemma":0.9956897,"domain_scores_codex":[0.9989219,0.00003977197,0.00005555241,0.0001682918,0.0004933351,0.000321105],"domain_scores_gemma":[0.9983189,0.00003184392,0.0002883295,0.00005798348,0.001085481,0.000217439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002323388,0.00002754915,0.9706647,0.0001689213,0.0002484465,0.00008053909,0.0004252477,0.0003311459,0.0001472734,0.0001597684,0.01922439,0.008289512],"study_design_scores_gemma":[0.00001291164,0.00001903941,0.9957861,0.00005848148,0.00005954769,0.00004306832,0.0003355778,0.0001721424,0.00004715815,0.00001784231,0.003431586,0.0000165114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7021008,0.004219562,0.000294801,0.001049133,0.0001203196,0.0001970428,0.2784194,0.0001229943,0.0134759],"genre_scores_gemma":[0.8963646,0.003272441,0.0003701877,0.0003247886,0.00006373499,0.0001290213,0.09566992,0.00003066677,0.003774803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9734352,"threshold_uncertainty_score":0.1927425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2024096087233253,"score_gpt":0.4919426724847739,"score_spread":0.2895330637614485,"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."}}