{"id":"W4388981498","doi":"10.2196/50399","title":"Feasibility, Acceptability, and Potential Efficacy of a Self-Guided Internet-Delivered Dialectical Behavior Therapy Intervention for Substance Use Disorders: Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Randomized controlled trial; Dialectical behavior therapy; Intervention (counseling); Medicine; Psychological intervention; Clinical trial; Physical therapy; Clinical psychology; Psychiatry; Borderline personality disorder; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.01027972,0.002423454,0.004945392,0.001274491,0.001065538,0.001884642,0.002137537,0.004005852,0.01070162],"category_scores_gemma":[0.0127844,0.001536617,0.003237996,0.001042046,0.002377137,0.002410208,0.00140892,0.003132379,0.001269581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001783246,"about_ca_system_score_gemma":0.003483001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002145161,"about_ca_topic_score_gemma":0.003297832,"domain_scores_codex":[0.9912149,0.00562893,0.0008350842,0.001014633,0.0006797751,0.0006266808],"domain_scores_gemma":[0.9932637,0.002789631,0.001651774,0.0006037239,0.0006536318,0.001037504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9630463,0.02360597,0.0006047661,0.001011306,0.0007551747,0.00002222412,0.00009148091,0.0001614536,0.0006335794,0.00006426905,0.0001918566,0.009811605],"study_design_scores_gemma":[0.9429791,0.0553447,0.0006582586,0.00004735974,0.0003826907,0.000005625602,0.00001923355,0.0001925149,0.0001629707,0.00005480774,0.000144461,0.000008267695],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.894156,0.002191507,0.002201305,0.0005287442,0.0009288603,0.09610984,0.001376305,0.0003013676,0.002206017],"genre_scores_gemma":[0.855135,0.001869413,0.008849139,0.0006934017,0.0008125899,0.1294605,0.0007023164,0.00004670071,0.002430937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01070162,"threshold_uncertainty_score":0.05436498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06845129676127208,"score_gpt":0.4452142178870547,"score_spread":0.3767629211257826,"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."}}