{"id":"W4393952091","doi":"10.3138/jmvfh-2023-0033","title":"A sex-disaggregated analysis of rank at release and health outcomes among Veterans of the Canadian Armed Forces","year":2024,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Department of National Defence; Veterans Affairs Canada","funders":"","keywords":"Rank (graph theory); Demography; Men who have sex with men; Psychology; Political science; Demographic economics; Environmental health; Medicine; Sociology; Economics; Mathematics; Family medicine; Human immunodeficiency virus (HIV); Combinatorics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007498033,0.0003756289,0.0004357562,0.002072067,0.00162688,0.001031021,0.0007724469,0.0003026945,0.003915724],"category_scores_gemma":[0.001992576,0.0002085261,0.0009703411,0.002551153,0.0004123056,0.0002284522,0.0006907847,0.0006424317,0.0002068287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008328001,"about_ca_system_score_gemma":0.01658894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.98352,"about_ca_topic_score_gemma":0.9923259,"domain_scores_codex":[0.9992538,0.00006868333,0.00003322161,0.00007200705,0.0002425827,0.0003297419],"domain_scores_gemma":[0.9988247,0.00009177063,0.0002090066,0.00006935758,0.0005165524,0.0002886938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006681438,0.00001498968,0.9941937,0.00001768778,0.0001423299,0.00003555826,0.000199015,0.0001133759,0.0001352294,0.0001312441,0.001056269,0.003893793],"study_design_scores_gemma":[0.000002402298,0.00001605114,0.9988014,0.000009764323,0.00002900347,0.00001573897,0.0004120332,0.0001195351,0.00002304925,0.0000160261,0.0005497282,0.000005319058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858322,0.0007878977,0.0001598707,0.0002489971,0.000021933,0.00003888215,0.009793807,0.00001665276,0.003099659],"genre_scores_gemma":[0.9956189,0.0002683713,0.0001472125,0.00004770361,0.000008063538,0.00001440551,0.002632015,0.000004693934,0.001258666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01648003,"threshold_uncertainty_score":0.06042421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05810701842259725,"score_gpt":0.3849526335603993,"score_spread":0.326845615137802,"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."}}