{"id":"W2742442474","doi":"10.2196/jmir.7573","title":"How do eHealth Programs for Adolescents With Depression Work? A Realist Review of Persuasive System Design Components in Internet-Based Psychological Therapies","year":2017,"lang":"en","type":"review","venue":"Journal of Medical Internet Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; McMaster University; Izaak Walton Killam Health Centre","funders":"Canadian Institutes of Health Research","keywords":"eHealth; The Internet; Cognitive behavioral therapy; Psychology; Clinical psychology; Critical appraisal; Interpersonal psychotherapy; Intervention (counseling); Psychotherapist; Medicine; Psychiatry; Cognition; Randomized controlled trial; Computer science; World Wide Web; Alternative medicine; Health care","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"],"consensus_categories":[],"category_scores_codex":[0.01478906,0.0005266795,0.00328474,0.0009275551,0.00006941176,0.000256707,0.003404649,0.0008401943,0.0001347899],"category_scores_gemma":[0.001539126,0.0003094447,0.00101779,0.0004942939,0.0008657923,0.000155969,0.0003010505,0.003394579,0.00002644287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009522695,"about_ca_system_score_gemma":0.0006824483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002127627,"about_ca_topic_score_gemma":0.00003638545,"domain_scores_codex":[0.987205,0.00486593,0.002880002,0.0007320784,0.003319291,0.000997675],"domain_scores_gemma":[0.9928708,0.001086732,0.003303386,0.0008985604,0.0009868457,0.0008536848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001979558,0.00276339,0.0002478088,0.1802313,0.0002636207,0.0006320798,0.0001175864,1.579716e-8,1.739238e-8,0.0001899925,0.01270463,0.80087],"study_design_scores_gemma":[0.002114767,0.00518951,0.0001345482,0.7860782,0.0001369254,0.0006629212,0.0001587669,0.00001103121,4.65613e-7,0.00002475584,0.2052924,0.0001956534],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001003572,0.9885272,0.003591103,0.001516148,0.001186305,0.004719025,0.00002970739,0.00001704196,0.000313045],"genre_scores_gemma":[0.06039505,0.9361916,0.000776262,0.0001145099,0.0003398866,0.001164445,0.00006900336,0.0001166282,0.0008326282],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8006743,"threshold_uncertainty_score":0.9999357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5133359105922756,"score_gpt":0.5823047619071395,"score_spread":0.06896885131486397,"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."}}