{"id":"W1891839771","doi":"10.1002/smi.2614","title":"A Longitudinal Pilot Study of Resilience in Canadian Military Personnel","year":2014,"lang":"en","type":"article","venue":"Stress and Health","topic":"Resilience and Mental Health","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Department of National Defence","funders":"","keywords":"Psychology; Psychological resilience; Military personnel; Military service; Promotion (chess); Mental health; Resilience (materials science); Intervention (counseling); Longitudinal study; Service member; Clinical psychology; Social psychology; Medicine; Psychiatry; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005033998,0.00008294157,0.0002159881,0.0001562608,0.0001348541,0.000002993062,0.0001023438,0.00002244589,0.00006276966],"category_scores_gemma":[0.000007493245,0.00007510441,0.000008821958,0.0001398781,0.00006113297,0.00003903003,0.00001533895,0.0001245689,0.00000690434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009101432,"about_ca_system_score_gemma":0.0002202926,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9661963,"about_ca_topic_score_gemma":0.9819636,"domain_scores_codex":[0.9987257,0.0001427225,0.0002553906,0.0002822557,0.0001105023,0.0004834383],"domain_scores_gemma":[0.9993258,0.00002971094,0.00004851731,0.0002104364,0.00001375595,0.0003717957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000064765,0.0005482521,0.9699535,0.0001095407,0.000003148607,0.000008420552,0.015818,0.000007044454,0.000001198375,0.00101618,0.0001819886,0.01228792],"study_design_scores_gemma":[0.0007071638,0.005566115,0.9605681,0.00007852902,0.000001547589,0.00000419697,0.03285155,0.00005067436,9.856706e-7,0.00004129369,0.00007170331,0.00005813098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950396,0.001276536,0.000002766008,0.0005570726,0.0001397362,0.0003824129,0.00001589372,0.000005589342,0.002580437],"genre_scores_gemma":[0.9993341,0.0001322028,0.0000180887,0.000337638,0.00003626274,0.00002111281,0.000002806277,0.000005694425,0.0001121177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01703355,"threshold_uncertainty_score":0.3062669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06273153746298425,"score_gpt":0.402584601058796,"score_spread":0.3398530635958117,"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."}}