{"id":"W4385668955","doi":"10.2196/47903","title":"Enhancing Mental Health and Medication Adherence Among Men Who Have Sex With Men Recently Diagnosed With HIV With a Dialectical Behavior Therapy–Informed Intervention Incorporating mHealth, Online Skills Training, and Phone Coaching: Development Study Using Human-Centered Design Approach","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Psychological intervention; Mental health; mHealth; Intervention (counseling); Dialectical behavior therapy; Psychology; Coaching; Psychosocial; Medicine; Clinical psychology; Psychotherapist; Psychiatry","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":[0.001985973,0.0006327791,0.0006046008,0.0007930978,0.0006796722,0.0004063271,0.000638493,0.0004650796,0.002177663],"category_scores_gemma":[0.001415397,0.000387118,0.0009744564,0.0002790592,0.0004466695,0.0004731957,0.001118231,0.0005941774,0.0001305125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00106522,"about_ca_system_score_gemma":0.003486254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003688895,"about_ca_topic_score_gemma":0.005071139,"domain_scores_codex":[0.9992305,0.000321649,0.00005220109,0.0001083914,0.0001187084,0.0001684897],"domain_scores_gemma":[0.9996681,0.0000998854,0.00005678201,0.00002285668,0.00003966965,0.0001127902],"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":[0.004429407,0.1654138,0.0436513,0.005152027,0.0004847296,0.0004443935,0.0115791,0.002993542,0.01715929,0.001099032,0.001186032,0.7464073],"study_design_scores_gemma":[0.03517033,0.4016135,0.4961418,0.001620169,0.002431643,0.0004921664,0.009145834,0.01603052,0.02254898,0.001297756,0.0133064,0.0002009786],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949048,0.0001811903,0.0008689003,0.00008728466,0.00001679851,0.0031414,0.00007790544,0.00002788849,0.000693878],"genre_scores_gemma":[0.9731429,0.0007347976,0.01695583,0.0002389206,0.00002156395,0.007816321,0.000116695,0.000006502214,0.0009664113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003688895,"threshold_uncertainty_score":0.01050293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1523956803256457,"score_gpt":0.4600212757690793,"score_spread":0.3076255954434336,"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."}}