{"id":"W2153828329","doi":"10.1037/a0033059","title":"Longitudinal analysis of psychological resilience and mental health in Canadian military personnel returning from overseas deployment.","year":2013,"lang":"en","type":"article","venue":"Journal of Occupational Health Psychology","topic":"Resilience and Mental Health","field":"Psychology","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"Department of National Defence","funders":"","keywords":"Intrapersonal communication; Psychology; Mental health; Psychological intervention; Stressor; Social support; Interpersonal communication; Psychological resilience; Clinical psychology; Social psychology; Psychiatry","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":[0.001839773,0.0003842437,0.0003145321,0.002050702,0.003418132,0.0008783806,0.0009093332,0.0004618374,0.001427231],"category_scores_gemma":[0.004479802,0.0002868825,0.0006506668,0.002920638,0.0005305298,0.0004003352,0.001084908,0.0009373075,0.0002387736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01876712,"about_ca_system_score_gemma":0.02386963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9868516,"about_ca_topic_score_gemma":0.989467,"domain_scores_codex":[0.9992213,0.00008697544,0.00003822631,0.00008763001,0.0002585016,0.0003073014],"domain_scores_gemma":[0.9976419,0.00009550372,0.0003853607,0.0001060207,0.001220491,0.0005508266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005834462,0.00003806959,0.9928307,0.00001665102,0.00004181454,0.00005359342,0.001261888,0.00006169859,0.00009992909,0.00006580909,0.0006859496,0.004785441],"study_design_scores_gemma":[0.000002115464,0.00002171446,0.9979777,0.0000138696,0.00001276444,0.00001846002,0.001221066,0.0001094474,0.00001571106,0.00001071656,0.0005905763,0.000005940694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952996,0.0005137441,0.0001123436,0.0003224456,0.00001772869,0.0000703511,0.002622227,0.000007281123,0.001034282],"genre_scores_gemma":[0.9958904,0.000425275,0.0003324269,0.00009152575,0.000007220344,0.00007129956,0.002242968,0.000002858616,0.0009359695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01876712,"threshold_uncertainty_score":0.1361657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06873403271270878,"score_gpt":0.4718251345298263,"score_spread":0.4030911018171175,"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."}}