{"id":"W4312376972","doi":"10.2196/42691","title":"Leveraging mHealth and Patient Supporters for African Americans' and Latinxs' Engagement in HIV Care (LEAN): Protocol for a Randomized, Controlled, Effectiveness-Implementation Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Protocol (science); Randomized controlled trial; Human immunodeficiency virus (HIV); Health care; Medicine; Psychology; Nursing; Family medicine; Gerontology; Alternative medicine; Psychological intervention; Political science","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":[0.0733519,0.008521953,0.01252509,0.004045349,0.006290087,0.007559312,0.005286572,0.01043658,0.08887069],"category_scores_gemma":[0.05636628,0.004979516,0.007362842,0.00483392,0.006098955,0.005952034,0.003591387,0.01170342,0.01740346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008349467,"about_ca_system_score_gemma":0.02491342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004061368,"about_ca_topic_score_gemma":0.007335576,"domain_scores_codex":[0.9501768,0.03228502,0.005919783,0.003298902,0.004458109,0.003861426],"domain_scores_gemma":[0.9749409,0.007910199,0.004822874,0.00372039,0.005678639,0.002927018],"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":[0.8163523,0.03175831,0.001219496,0.0351273,0.003154551,0.0005851465,0.001335255,0.003375773,0.002929404,0.01093228,0.0331732,0.06005696],"study_design_scores_gemma":[0.9006322,0.03031008,0.001914188,0.007894216,0.001013684,0.0001017062,0.0003051031,0.002441096,0.001185948,0.005691255,0.04832396,0.0001865818],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003134095,0.00006180051,0.0005535312,0.00007163639,0.0001157429,0.9983267,0.0003256998,0.00003192152,0.0001996237],"genre_scores_gemma":[0.0003010826,0.00004110884,0.001055973,0.00005949891,0.00001841363,0.9983742,0.0000395358,0.000002325057,0.0001079681],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08887069,"threshold_uncertainty_score":0.3879266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1826767518409738,"score_gpt":0.5718453980460007,"score_spread":0.3891686462050268,"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."}}