{"id":"W4387547555","doi":"10.2196/40710","title":"Synchronous Web-Based Psychotherapy for Mental Disorders From a Health Quality Perspective: Scoping Review","year":2023,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"PsycINFO; MEDLINE; Mental health; Systematic review; Cochrane Library; Scopus; Psychology; Health care; Mental illness; Medicine; Psychotherapist; Meta-analysis","routes":{"ca_aff":true,"ca_fund":false,"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":[0.02206787,0.001675356,0.006756666,0.02695406,0.00153256,0.006100357,0.002800986,0.004307404,0.006710055],"category_scores_gemma":[0.1254064,0.001326621,0.006256464,0.02831468,0.001793708,0.005686583,0.003887607,0.002120686,0.0006970905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00707866,"about_ca_system_score_gemma":0.02689267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01108905,"about_ca_topic_score_gemma":0.01818257,"domain_scores_codex":[0.9766028,0.00945644,0.007781646,0.00138212,0.004244845,0.0005321997],"domain_scores_gemma":[0.8885416,0.08685055,0.01281867,0.001831793,0.009231795,0.000725599],"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":[0.00008636583,0.00004023833,0.0005552347,0.8691224,0.002722871,0.00007461157,0.0007223117,0.0001655246,0.0000965388,0.001010259,0.003076197,0.1223274],"study_design_scores_gemma":[0.00002803047,0.00005139344,0.0008209732,0.9792131,0.006233377,0.00008081199,0.0004664843,0.00005328734,0.00004690811,0.0003788706,0.0126129,0.00001396746],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004651663,0.9970297,0.0002800933,0.0005967447,0.0002035306,0.0005243215,0.0002199,0.00001001141,0.0006706368],"genre_scores_gemma":[0.006808101,0.9901031,0.0008961146,0.000543829,0.0001484754,0.001209988,0.0001869434,0.000006013195,0.00009734875],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02695406,"threshold_uncertainty_score":0.1167074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2145275520920009,"score_gpt":0.6312157204935664,"score_spread":0.4166881684015656,"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."}}