{"id":"W3180759401","doi":"10.2196/20969","title":"Designing Asynchronous Remote Support for Behavioral Activation in Teenagers With Depression: Formative Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Mental Health","keywords":"Mental health; Psychological intervention; The Internet; Formative assessment; Psychology; Intervention (counseling); Mood; Applied psychology; Asynchronous communication; Internet privacy; Medical education; Medicine; Clinical psychology; Psychiatry; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02437937,0.001165748,0.001081236,0.001139766,0.002264413,0.001817616,0.002003122,0.001262609,0.003713398],"category_scores_gemma":[0.03707397,0.0008394347,0.001616901,0.0006322481,0.001601831,0.001793144,0.003197206,0.001886556,0.000518072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001963629,"about_ca_system_score_gemma":0.006167816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001609703,"about_ca_topic_score_gemma":0.004281763,"domain_scores_codex":[0.9902294,0.00668972,0.0007026309,0.0007510846,0.0007573147,0.0008698644],"domain_scores_gemma":[0.9810824,0.0124306,0.001092691,0.001625617,0.002438058,0.001330571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.004757307,0.1865229,0.08047098,0.005670081,0.000489668,0.001728849,0.2304559,0.001561422,0.009644599,0.001728903,0.003555894,0.4734135],"study_design_scores_gemma":[0.02503606,0.3907315,0.1328171,0.005784117,0.002214164,0.001700307,0.3394298,0.004621727,0.02947378,0.004116809,0.06371533,0.0003593596],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769413,0.000196911,0.005271345,0.0001979254,0.0001002259,0.01522578,0.0001672318,0.00006235256,0.001836868],"genre_scores_gemma":[0.894757,0.00107383,0.05856266,0.0007906302,0.0001756067,0.04191096,0.0003996358,0.00006206665,0.002267701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02437937,"threshold_uncertainty_score":0.128932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1436583189535025,"score_gpt":0.5260874880344923,"score_spread":0.3824291690809898,"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."}}