{"id":"W4415429842","doi":"10.1192/bjo.2025.10832","title":"Feasibility and acceptability of remote technologies for the treatment of trauma- and stressor-related disorders in adults: mixed-methods systematic review","year":2025,"lang":"en","type":"review","venue":"BJPsych Open","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mental Health Research Canada; Université du Québec à Montréal; McGill University; Douglas Mental Health University Institute","funders":"University of the Sunshine Coast; McGill University","keywords":"Psychological intervention; MEDLINE; Systematic review; Intervention (counseling); Telemedicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.02135794,0.001410722,0.007509633,0.007191169,0.000829998,0.004447012,0.001881559,0.001855118,0.005204663],"category_scores_gemma":[0.08756457,0.001023654,0.008369199,0.006581293,0.001055464,0.002627556,0.002154358,0.00150818,0.0003423897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004588015,"about_ca_system_score_gemma":0.01167852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005521819,"about_ca_topic_score_gemma":0.01636348,"domain_scores_codex":[0.9818192,0.008403988,0.005904292,0.0008244443,0.002769877,0.0002781832],"domain_scores_gemma":[0.9327407,0.05552439,0.006585568,0.0009118225,0.003766281,0.0004713122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003597993,0.00003815281,0.0004586078,0.9381175,0.01011636,0.00004307443,0.0003665769,0.00006531375,0.0001253047,0.0001519883,0.0004570968,0.04970028],"study_design_scores_gemma":[0.0004895683,0.0004592148,0.002667984,0.9155176,0.07206204,0.000156882,0.0005318289,0.0001165624,0.0002994461,0.0002095005,0.00745317,0.00003611046],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003672163,0.9911373,0.0006356191,0.000310973,0.0001661272,0.002778807,0.0004831833,0.00002428369,0.0007916327],"genre_scores_gemma":[0.04493582,0.9465274,0.002890923,0.0006208504,0.00008501414,0.004389622,0.0003233673,0.00001533965,0.0002117757],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02135794,"threshold_uncertainty_score":0.1129529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09552465687642553,"score_gpt":0.5241904464333433,"score_spread":0.4286657895569178,"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."}}