{"id":"W3189942632","doi":"10.3138/jmvfh-2020-0057","title":"Mental health of Canadian Veterans of the Reserve Force","year":2021,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Veterans Affairs Canada","funders":"","keywords":"Mental health; Anxiety; Depression (economics); Association (psychology); Marital status; Psychiatry; Posttraumatic stress; Psychology; Service member; Medicine; Clinical psychology; Military personnel; Environmental health; Population; Geography","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":[0.0005256184,0.0003061704,0.0002586567,0.001593769,0.00330954,0.0009638058,0.0008286427,0.0002949431,0.005334925],"category_scores_gemma":[0.001744617,0.0001657673,0.0005242369,0.00229876,0.0005536167,0.0002593832,0.0006269962,0.0006341427,0.0003276593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02145988,"about_ca_system_score_gemma":0.01849581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9931833,"about_ca_topic_score_gemma":0.9960226,"domain_scores_codex":[0.9994466,0.00003564105,0.00001886232,0.00003805718,0.00020224,0.0002587661],"domain_scores_gemma":[0.9991316,0.00002930577,0.0001315247,0.00002125351,0.0004367091,0.0002496332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007095322,0.00004455889,0.9786654,0.00005680308,0.00005831512,0.0001097668,0.0009458229,0.00008713498,0.0001299167,0.0003284221,0.006561587,0.01294132],"study_design_scores_gemma":[0.000006935076,0.00003111348,0.9935542,0.00004480802,0.00002263698,0.0001083864,0.002732541,0.0001344029,0.00003705626,0.00003801879,0.003278715,0.00001113315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733858,0.001943511,0.00007463092,0.001498151,0.00005769022,0.00006095412,0.01007009,0.00001650424,0.0128926],"genre_scores_gemma":[0.9953844,0.0009075929,0.00009354854,0.000173874,0.00001430182,0.00001640099,0.002054953,0.000002759672,0.001351957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02145988,"threshold_uncertainty_score":0.1557031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1002765293208776,"score_gpt":0.3872697114063322,"score_spread":0.2869931820854545,"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."}}