{"id":"W2533585071","doi":"10.1016/j.jpsychires.2016.10.017","title":"Psychological resilience in U.S. military veterans: A 2-year, nationally representative prospective cohort study","year":2016,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Resilience and Mental Health","field":"Psychology","cited_by":102,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Clinical psychology; Psychosocial; Psychiatry; Population; Psychology; Psychological resilience; Gratitude; Anxiety; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007413608,0.0001688238,0.000409422,0.001238825,0.0001635366,0.00002131282,0.0008134903,0.0001305419,0.0008677215],"category_scores_gemma":[0.0006177028,0.0001025958,0.0001380356,0.001814145,0.0003267384,0.0003064331,0.00008290942,0.0009561644,0.0002758732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004296646,"about_ca_system_score_gemma":0.0002847996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004789253,"about_ca_topic_score_gemma":0.0002038169,"domain_scores_codex":[0.9936757,0.001918993,0.001102979,0.0006457351,0.001945967,0.0007105886],"domain_scores_gemma":[0.9973531,0.0009197589,0.0002569505,0.0005083704,0.0006951619,0.0002666611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002826502,0.002749593,0.965242,0.000008470902,0.00005881681,0.00033723,0.003294292,0.00000271857,0.0001296339,0.000828446,0.01655106,0.007971199],"study_design_scores_gemma":[0.004229385,0.005556023,0.9738419,0.00005718546,0.00000937391,0.0001642895,0.01088856,0.00000108274,0.00001260627,0.004951162,0.0001732577,0.000115144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794376,0.0009947708,0.00008951078,0.002024233,0.0009135219,0.001501014,0.000008444599,0.000009778646,0.01502116],"genre_scores_gemma":[0.9963307,0.0004642563,0.0006704968,0.00006898819,0.0003936681,0.0001309707,6.523975e-7,0.00001697686,0.001923274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01689315,"threshold_uncertainty_score":0.9500942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06554462949176396,"score_gpt":0.5054537875710967,"score_spread":0.4399091580793327,"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."}}