{"id":"W3119711028","doi":"10.2196/22229","title":"An Interactive Voice Response Software to Improve the Quality of Life of People Living With HIV in Uganda: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Quality of life (healthcare); Human immunodeficiency virus (HIV); Quality (philosophy); Interactive voice response; Psychology; Computer science; Medicine; Multimedia; Telecommunications; Family medicine; Psychotherapist","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01821204,0.0003340002,0.003123381,0.0003073585,0.0007749571,0.00001207118,0.0002792362,0.0002887908,0.0001067389],"category_scores_gemma":[0.01224766,0.0002164068,0.0001739567,0.0009274664,0.0001806505,0.0001594001,0.0001164344,0.001169745,0.00001163775],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000267488,"about_ca_system_score_gemma":0.01147692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003466957,"about_ca_topic_score_gemma":0.006314795,"domain_scores_codex":[0.9808069,0.01302785,0.003806409,0.000710217,0.0005635227,0.001085087],"domain_scores_gemma":[0.9666397,0.02744315,0.002548711,0.001001784,0.000959312,0.00140732],"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":[0.9607444,0.0007092289,0.01451704,0.003648848,0.00003693196,7.155096e-7,0.01706985,0.0000136961,0.00005871369,0.001185573,0.0003398597,0.001675165],"study_design_scores_gemma":[0.7856795,0.00134662,0.1986589,0.0006980315,0.00009512027,0.000001849994,0.01218746,0.0002176254,0.000008582015,0.0002224033,0.000660957,0.0002229511],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607525,0.0008087867,0.001383043,0.01248982,0.0004392334,0.02374896,0.0001529628,0.00006017128,0.0001645593],"genre_scores_gemma":[0.9674211,0.0007321846,0.001288736,0.005970496,0.0002661152,0.0240254,0.00002997836,0.00004293773,0.000223105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1841418,"threshold_uncertainty_score":0.9960726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04412943950155077,"score_gpt":0.4575978519609176,"score_spread":0.4134684124593668,"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."}}