{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002258422,0.0007865728,0.0006127348,0.002405753,0.007839264,0.0008612941,0.001059831,0.000690548,0.002089624],"category_scores_gemma":[0.002687227,0.0006035774,0.0007786501,0.002805155,0.001105975,0.000622291,0.001456908,0.001308829,0.0005741579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02393715,"about_ca_system_score_gemma":0.03079706,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9800623,"about_ca_topic_score_gemma":0.9870452,"domain_scores_codex":[0.9986406,0.0001597745,0.0000490497,0.0001420922,0.000331521,0.0006769159],"domain_scores_gemma":[0.9979664,0.00007954849,0.0001681241,0.00009749208,0.0009618482,0.0007265793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009254047,0.002529733,0.9477971,0.00008534554,0.00009121952,0.0007242847,0.01728012,0.0001291657,0.001387762,0.0003894432,0.004016537,0.0246439],"study_design_scores_gemma":[0.00005675096,0.001025216,0.9869297,0.00003129119,0.00003058645,0.00009394714,0.00924379,0.0001333201,0.0000893398,0.00005746144,0.002275633,0.00003303042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961038,0.0002098922,0.0001050545,0.0002308856,0.00002337257,0.0004773656,0.001113667,0.000008763266,0.001727229],"genre_scores_gemma":[0.9925586,0.0004776459,0.000802652,0.0002794242,0.00001603832,0.0004779033,0.001728943,0.00000671095,0.003651963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02393715,"threshold_uncertainty_score":0.173677,"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."}}