{"id":"W4285731098","doi":"10.1002/brb3.2694","title":"Quantitative changes in mental health measures with 3MDR treatment for Canadian military members and veterans","year":2022,"lang":"en","type":"article","venue":"Brain and Behavior","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Health; University of Alberta; Alberta Health Services","funders":"Ministère de la Défense Nationale; Glenrose Rehabilitation Hospital; Government of Alberta; International Society for Traumatic Stress Studies; Glenrose Rehabilitation Hospital Foundation; U.S. Department of Veterans Affairs","keywords":"Anxiety; Psychological intervention; Clinical psychology; Mental health; Psychiatry; Medicine; Eye movement desensitization and reprocessing; Intervention (counseling); Exposure therapy; Clinical trial; Depression (economics); Military personnel; Psychological resilience; Posttraumatic stress; Psychology; Psychotherapist; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002256556,0.000107075,0.0001627667,0.0001879897,0.0002553158,0.00000959147,0.0000575882,0.00002189099,0.0003338208],"category_scores_gemma":[0.000006395399,0.00009254775,0.00001596473,0.00008991478,0.00008220872,0.00002196998,0.00001523843,0.0000722341,7.383404e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002059903,"about_ca_system_score_gemma":0.0001148878,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3962463,"about_ca_topic_score_gemma":0.8689937,"domain_scores_codex":[0.9990014,0.0001816479,0.00009968504,0.000254685,0.000122229,0.0003403027],"domain_scores_gemma":[0.9996009,0.00009918802,0.00001888797,0.0001049972,0.000009130294,0.0001668737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002021753,0.002115783,0.2145541,0.0001282396,0.0002430989,0.0002404903,0.3331816,0.00000408007,0.0004117012,0.001925701,0.01288518,0.4322883],"study_design_scores_gemma":[0.01119925,0.01468408,0.7891552,0.00005615942,0.00005860627,0.0001648725,0.1454168,0.0000869457,0.00004727655,0.0000506928,0.03862696,0.0004531522],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837872,0.00313169,0.000001704391,0.01035691,0.00006399633,0.001358107,0.001072845,0.000009461762,0.000218018],"genre_scores_gemma":[0.9956391,0.0000721292,0.0002433879,0.0005245453,0.000006467963,0.002842271,0.0001136252,0.00001832562,0.0005401471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5746011,"threshold_uncertainty_score":0.6077742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1447951676643067,"score_gpt":0.4199437571611926,"score_spread":0.2751485894968859,"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."}}