{"id":"W4399463249","doi":"10.12927/hcq.2024.27330","title":"Sex-Based Differences in Mental Health Service Use Between Canadian Veterans and Non-Veterans Residing in Ontario","year":2024,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Resilience and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Public Health Ontario","funders":"","keywords":"Mental health; Medicine; Public health; Mental healthcare; Veterans Affairs; Occupational safety and health; Family medicine; Gerontology; Psychiatry; Nursing","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":[0.0004368209,0.0001882698,0.000242669,0.001216518,0.003174105,0.0009356568,0.0005486361,0.0001941659,0.002897672],"category_scores_gemma":[0.002088166,0.0001600808,0.0004681134,0.00174219,0.000715645,0.0003401497,0.0006858491,0.0002956776,0.00009597054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01211681,"about_ca_system_score_gemma":0.0145714,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9841952,"about_ca_topic_score_gemma":0.9952353,"domain_scores_codex":[0.9994368,0.00004326919,0.00003254333,0.00005528231,0.0001756377,0.000256499],"domain_scores_gemma":[0.9991603,0.0001061827,0.0002089809,0.00002513871,0.0002878249,0.0002116487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005268384,0.00001458788,0.9897884,0.00002709897,0.00003209657,0.00008312546,0.004868098,0.00001757442,0.0002480551,0.0001838663,0.000388435,0.004295991],"study_design_scores_gemma":[0.000001992717,0.00001433721,0.9935318,0.00001487453,0.000007521197,0.00003366285,0.00580321,0.00002055149,0.00003633655,0.00002278483,0.0005089247,0.000004094113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952053,0.0003825551,0.0000422771,0.0002388746,0.000008037246,0.00001960584,0.0009169251,0.000002443398,0.003184021],"genre_scores_gemma":[0.998613,0.0002401149,0.00005228683,0.00004971087,0.000002036777,0.000008766251,0.0002861334,0.00000167068,0.0007462944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01580477,"threshold_uncertainty_score":0.08791411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06377942213342311,"score_gpt":0.3677442258688402,"score_spread":0.3039648037354171,"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."}}