{"id":"W2616256223","doi":"10.2196/mental.5558","title":"A Systematic Review and Meta-Analysis of e-Mental Health Interventions to Treat Symptoms of Posttraumatic Stress","year":2017,"lang":"en","type":"review","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"King's College London; National Institute for Health and Care Research","keywords":"Psychological intervention; PsycINFO; Meta-analysis; Medicine; Randomized controlled trial; Mental health; Cochrane Library; MEDLINE; Distress; Cognitive behavioral therapy; Clinical psychology; Psychiatry; Cognitive processing therapy; Anxiety; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01497337,0.003089993,0.02173617,0.008919322,0.0009030398,0.003741924,0.002614862,0.002820079,0.005591558],"category_scores_gemma":[0.04163079,0.001443636,0.02908975,0.008410631,0.0009786078,0.002362387,0.001940318,0.00212565,0.0004005998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00462109,"about_ca_system_score_gemma":0.00695393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007664986,"about_ca_topic_score_gemma":0.01675276,"domain_scores_codex":[0.9865937,0.00642308,0.004122038,0.001041472,0.001490478,0.000329188],"domain_scores_gemma":[0.9807568,0.01410071,0.002964008,0.0004386292,0.001503534,0.0002363383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001448583,0.00003808453,0.0006042497,0.7634321,0.2187243,0.00009328144,0.00008714593,0.0002697655,0.0001762513,0.0001374611,0.0004442013,0.0145445],"study_design_scores_gemma":[0.001241056,0.0004237536,0.001788822,0.1281877,0.8646722,0.0001151317,0.00008601265,0.0001402935,0.000197035,0.000233783,0.002884517,0.00002955013],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002839325,0.9945406,0.0004478933,0.0001974879,0.000185216,0.0009728207,0.0004371809,0.00002476946,0.0003546657],"genre_scores_gemma":[0.07019392,0.9219672,0.002703612,0.0009681386,0.0001671244,0.003099928,0.0005409017,0.00002318883,0.0003359533],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02173617,"threshold_uncertainty_score":0.07918769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2423383223082674,"score_gpt":0.5575774608534342,"score_spread":0.3152391385451667,"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."}}