{"id":"W2969020014","doi":"10.1080/21635781.2019.1644260","title":"Impact of Canadian Armed Forces Veterans’ Mental Health Problems on the Family During the Military to Civilian Transition","year":2019,"lang":"en","type":"article","venue":"Military Behavioral Health","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Manitoba; Mount Saint Vincent University; Queen's University","funders":"","keywords":"Mental health; Stressor; Affect (linguistics); Psychology; Psychiatry; Focus group; Psychological resilience; Military personnel; Mental illness; Medicine; Social psychology; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001516775,0.0001942283,0.0001889374,0.0009705672,0.01062554,0.001848555,0.0007030546,0.0003774796,0.002798746],"category_scores_gemma":[0.004433843,0.0001581476,0.0002362637,0.0009563176,0.002452732,0.0007609969,0.001933143,0.0006944411,0.00008772992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03097633,"about_ca_system_score_gemma":0.03080606,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9171286,"about_ca_topic_score_gemma":0.966081,"domain_scores_codex":[0.9985833,0.000456386,0.00003004794,0.00008587375,0.0003014157,0.0005430846],"domain_scores_gemma":[0.9984175,0.0003679958,0.0002517836,0.00004779434,0.0005109523,0.0004040641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002157725,0.0001873893,0.4169736,0.0001801543,0.00005161261,0.001972787,0.5225065,0.0002788334,0.001762221,0.00253639,0.006026316,0.04730848],"study_design_scores_gemma":[0.000005544695,0.00005994585,0.2968182,0.00008198035,0.00001752994,0.0002518847,0.692722,0.0001205578,0.0003304471,0.0001459113,0.009422298,0.00002369922],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992284,0.0004221421,0.00004723051,0.001077273,0.00001866164,0.00002388086,0.0001270224,0.000002116054,0.005997601],"genre_scores_gemma":[0.9988405,0.0003007921,0.00004573478,0.0001381221,0.00000348859,0.0000089321,0.00003866401,0.000001086677,0.0006227755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08287144,"threshold_uncertainty_score":0.22475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08697524409953951,"score_gpt":0.403881635405932,"score_spread":0.3169063913063925,"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."}}