{"id":"W4214589715","doi":"10.1371/journal.pone.0264368","title":"Strategies to improve access to cognitive behavioral therapies for anxiety disorders: A scoping review","year":2022,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé; Ministère de la Santé et des Services sociaux","keywords":"Operationalization; Anxiety; Thematic analysis; Cognition; Scope (computer science); Cognitive behavioral therapy; Psychology; Medicine; Computer science; Qualitative research; Psychiatry","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":[0.01846717,0.001986555,0.004120165,0.01862812,0.001166589,0.004462993,0.002325218,0.003299653,0.005339299],"category_scores_gemma":[0.05741896,0.0009921753,0.004451257,0.01447269,0.001392697,0.004473314,0.003036814,0.002341944,0.0008158408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005809994,"about_ca_system_score_gemma":0.0241752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01084927,"about_ca_topic_score_gemma":0.02008337,"domain_scores_codex":[0.9923563,0.003064842,0.002281372,0.0004383745,0.001567378,0.0002917893],"domain_scores_gemma":[0.9597096,0.03267772,0.003234777,0.000555146,0.003463115,0.0003597332],"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":[0.0000624863,0.00005476595,0.0002595101,0.5585831,0.0008143582,0.00005489295,0.0006217966,0.0002608424,0.000139798,0.003499286,0.005551677,0.4300975],"study_design_scores_gemma":[0.00002432721,0.00004417209,0.0005489395,0.9446577,0.002257592,0.00008444614,0.0003954977,0.00009153874,0.0001031783,0.001032717,0.05074436,0.00001544124],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001784068,0.9974027,0.0003443732,0.0007484826,0.0001670303,0.0002112059,0.00006104015,0.000009998782,0.000876712],"genre_scores_gemma":[0.001727761,0.9965324,0.0008731346,0.000296905,0.00005289273,0.0003476167,0.00006420562,0.00000331424,0.0001017964],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01862812,"threshold_uncertainty_score":0.09766489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3855147600607552,"score_gpt":0.536056022718789,"score_spread":0.1505412626580339,"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."}}