{"id":"W3123322472","doi":"10.1001/jamapsychiatry.2020.4364","title":"Internet-Based Cognitive Behavioral Therapy for Depression","year":2021,"lang":"en","type":"review","venue":"JAMA Psychiatry","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":878,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"National Institute of Mental Health; Faculty of Medicine and Health, University of Sydney; Zorginstituut Nederland; Linnéuniversitetet; Universiteit van Tilburg; Ohio State University; Göteborgs Universitet; McLean Hospital; Karolinska Institutet; Linköpings Universitet; University of Regina; Universiteit van Amsterdam; Trinity College Dublin; Australian National University; University of Bristol; Imperial College London; Northwell Health; University Hospitals Bristol NHS Foundation Trust; Universitätsklinikum Hamburg-Eppendorf; NIHR Bristol Biomedical Research Centre; University of Bern; Harvard University; Massachusetts General Hospital; National Institute for Health and Care Research; Stockholms Universitet; China Academy of Chinese Medical Sciences; University of Oxford","keywords":"Cognitive behavioral therapy; Depression (economics); Psychology; Cognition; Clinical psychology; Cognitive therapy; Psychotherapist; Psychiatry; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002400235,0.0005578423,0.001329369,0.0002573096,0.00009055468,0.0001512875,0.0004481699,0.0007582112,0.001722142],"category_scores_gemma":[0.00002672781,0.0004882671,0.001732401,0.0002859094,0.00007473833,0.0001109911,0.00007339767,0.000645867,0.0006499135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001277976,"about_ca_system_score_gemma":0.0004357958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005410845,"about_ca_topic_score_gemma":0.00003838709,"domain_scores_codex":[0.9969218,0.0003442618,0.001067892,0.0009132583,0.0002076752,0.0005451297],"domain_scores_gemma":[0.9981227,0.0003193748,0.0006503338,0.000577967,0.0001257614,0.0002038416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001302533,0.002857575,0.00009586742,0.003934972,0.0002272917,0.00001074157,0.00004094755,5.856637e-9,3.770416e-9,0.001363349,0.05204164,0.9392974],"study_design_scores_gemma":[0.002384524,0.001058532,0.00006084927,0.04617828,0.0004892363,0.00004603594,0.0001003963,6.434835e-7,0.000001123467,0.0001887285,0.949039,0.0004526854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006118868,0.9754304,0.0006123696,0.0002003196,0.01428529,0.002668106,0.00140192,0.0001276691,0.005212772],"genre_scores_gemma":[0.0005537083,0.9625219,0.002310421,0.002180918,0.001966972,0.009875843,0.00680348,0.0004627664,0.01332407],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9388447,"threshold_uncertainty_score":0.9997569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1428470020980606,"score_gpt":0.4925623784356614,"score_spread":0.3497153763376009,"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."}}