{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002001542,0.000461543,0.0005194655,0.0007034789,0.001543378,0.0003918176,0.0007482665,0.0003229844,0.003180152],"category_scores_gemma":[0.0039301,0.0002079654,0.0007324056,0.0009118975,0.0004566882,0.0002405465,0.0006514287,0.0005989376,0.0002560328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007117141,"about_ca_system_score_gemma":0.009372522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5446829,"about_ca_topic_score_gemma":0.7434823,"domain_scores_codex":[0.998667,0.0003399285,0.00007794064,0.0001207014,0.0005519137,0.0002425401],"domain_scores_gemma":[0.9987969,0.00010199,0.0003546815,0.0000485465,0.0004269017,0.0002709434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03912761,0.01497618,0.4992725,0.001191458,0.001189436,0.000131473,0.006764609,0.001374091,0.005913043,0.0003272395,0.004975455,0.424757],"study_design_scores_gemma":[0.00118655,0.008529851,0.9857518,0.00007445145,0.0001860648,0.00002792496,0.0009428089,0.0003287114,0.0008249709,0.00002942185,0.002085289,0.0000320615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946651,0.0005640059,0.0001354946,0.0001495687,0.00001782583,0.0009257086,0.001269816,0.00001665768,0.002255758],"genre_scores_gemma":[0.9949326,0.0003331724,0.0008568531,0.00007385387,0.00001401346,0.0009572753,0.001397428,0.000002866349,0.001431931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4553171,"threshold_uncertainty_score":0.9159972,"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."}}