{"id":"W3112980969","doi":"10.2196/20557","title":"Understanding eHealth Cognitive Behavioral Therapy Targeting Substance Use: Realist Review","year":2020,"lang":"en","type":"review","venue":"Journal of Medical Internet Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; St. Paul's Hospital; BC Mental Health & Substance Use Services; University of British Columbia","funders":"Canadian Institutes of Health Research; University of British Columbia; University of Liverpool","keywords":"eHealth; Cognitive behavioral therapy; Substance use; Psychotherapist; Cognition; Psychology; Medicine; Clinical psychology; Neuroscience; Health care; Political science","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01276479,0.0004617693,0.002698631,0.0006121633,0.0001238483,0.0002268627,0.00185076,0.0006546952,0.006387647],"category_scores_gemma":[0.002622361,0.0003378137,0.001171997,0.001139904,0.0006165825,0.0003107727,0.0002830712,0.007178481,0.0005228961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001921964,"about_ca_system_score_gemma":0.001553934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004187635,"about_ca_topic_score_gemma":0.0001024595,"domain_scores_codex":[0.9859396,0.004500361,0.00353206,0.0006007213,0.004352566,0.001074744],"domain_scores_gemma":[0.9921812,0.00333028,0.001840045,0.0003379714,0.0007085868,0.001601895],"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":[0.0001353997,0.0008112816,0.000008976159,0.0182616,0.0003668579,0.002751722,0.0002852336,1.04626e-9,8.365652e-9,0.003216929,0.2604827,0.7136793],"study_design_scores_gemma":[0.0004788022,0.002021004,0.00000253625,0.2820969,0.0001367972,0.0009352771,0.000306905,6.994751e-7,1.887071e-7,0.0002109413,0.7136366,0.0001733285],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001381219,0.9892697,0.0005741803,0.004563317,0.002362141,0.001314856,0.0001315051,0.00002471221,0.001745813],"genre_scores_gemma":[0.0004639825,0.9959508,0.00004629029,0.0007074628,0.0009658292,0.000100816,0.0001022474,0.0001143541,0.001548196],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.713506,"threshold_uncertainty_score":0.9999074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7206829105818106,"score_gpt":0.6372834244489131,"score_spread":0.0833994861328975,"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."}}