{"id":"W4220661403","doi":"10.2196/37748","title":"Evaluation of the Implementation and Effectiveness of a Mobile Health Intervention to Improve Outcomes for People With HIV in the Washington, DC Cohort: Study Protocol for a Cluster Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Mental Health","keywords":"Randomized controlled trial; Medicine; mHealth; Cohort; Context (archaeology); Psychological intervention; Viral load; Cohort study; Family medicine; Health care; Cluster randomised controlled trial; Physical therapy; Human immunodeficiency virus (HIV); Nursing; Internal medicine","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":[0.07217968,0.007628325,0.01158551,0.003084139,0.005025254,0.005545721,0.004562108,0.008555596,0.05670325],"category_scores_gemma":[0.05783746,0.003933677,0.007497047,0.004022243,0.005229605,0.005113525,0.003139838,0.008388017,0.01157123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009507458,"about_ca_system_score_gemma":0.02909188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004801541,"about_ca_topic_score_gemma":0.007932052,"domain_scores_codex":[0.9546503,0.02672276,0.00568179,0.003801757,0.005141398,0.00400201],"domain_scores_gemma":[0.9757558,0.006730053,0.004884118,0.003055708,0.007116119,0.002458094],"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":[0.8395606,0.03204374,0.001954688,0.03046096,0.004153416,0.0003195425,0.001189536,0.003738311,0.002388269,0.005984278,0.01625518,0.06195152],"study_design_scores_gemma":[0.9156457,0.04318033,0.003028655,0.00460312,0.001398383,0.00004497851,0.0002784993,0.002448767,0.00125194,0.002437881,0.02553501,0.0001467739],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007020544,0.0000642243,0.0005549364,0.00003997872,0.00007112589,0.9980781,0.0002589388,0.00002479714,0.000205916],"genre_scores_gemma":[0.0007422974,0.00004469076,0.001155449,0.00003651755,0.0000125565,0.9978628,0.00005013942,0.000002138805,0.00009347653],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07217968,"threshold_uncertainty_score":0.3817272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4430937789175361,"score_gpt":0.7478900303764298,"score_spread":0.3047962514588937,"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."}}