{"id":"W4409569006","doi":"10.1080/21635781.2024.2365834","title":"Improving Mental Health and Resilience Training: Feedback from Military Personnel","year":2024,"lang":"en","type":"article","venue":"Journal of Military Social Work and Behavioral Health Services","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Parkwood Institute; Canadian Armed Forces; St Joseph's Health Care; Defence Research and Development Canada; Western University","funders":"Canadian Institute for Military and Veteran Health Research","keywords":"Training (meteorology); Resilience (materials science); Mental health; Military personnel; Psychology; Psychological resilience; Applied psychology; Medical education; Medicine; Political science; Psychiatry; Social psychology; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01531377,0.0008657405,0.0006489365,0.001007093,0.003218028,0.001147063,0.0006653648,0.001598173,0.00412277],"category_scores_gemma":[0.06785126,0.0003512765,0.0004858963,0.0004693175,0.001155876,0.0008968714,0.002278487,0.002809624,0.000760738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001900503,"about_ca_system_score_gemma":0.00616818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01238462,"about_ca_topic_score_gemma":0.02283129,"domain_scores_codex":[0.9907659,0.006620878,0.0003123158,0.0003441985,0.001083459,0.0008733468],"domain_scores_gemma":[0.9488655,0.03020811,0.002033101,0.0010513,0.01119845,0.006643431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002005357,0.01118115,0.103057,0.002458729,0.0001955412,0.002482433,0.4979383,0.001162235,0.01001334,0.0003526743,0.03491187,0.3342413],"study_design_scores_gemma":[0.001018741,0.0246051,0.2483198,0.00424874,0.0003666714,0.001098791,0.5655579,0.003251864,0.008766814,0.00124316,0.1409482,0.000574237],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814413,0.0003956543,0.0020393,0.007465802,0.000292707,0.001301335,0.0003769287,0.000168258,0.006518725],"genre_scores_gemma":[0.9778356,0.001103207,0.008543592,0.00487672,0.0001990343,0.001655875,0.0002960547,0.00009478915,0.005395171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01531377,"threshold_uncertainty_score":0.08098787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0367957106006487,"score_gpt":0.3856525299612552,"score_spread":0.3488568193606065,"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."}}