{"id":"W3007268652","doi":"10.2196/14649","title":"Technical and Psychosocial Challenges of mHealth Usage for Antiretroviral Therapy Adherence Among People Living With HIV in a Resource-Limited Setting: Case Series","year":2020,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European and Developing Countries Clinical Trials Partnership","keywords":"mHealth; Medicine; Psychosocial; Tanzania; Intervention (counseling); Human immunodeficiency virus (HIV); Randomized controlled trial; Short Message Service; Family medicine; Antiretroviral therapy; Psychological intervention; Viral load; Nursing; Psychiatry; Internal medicine; Computer 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":[0.0007161337,0.001272268,0.0008244747,0.001423713,0.004913816,0.001419359,0.001229391,0.00297052,0.00181992],"category_scores_gemma":[0.00492627,0.0007989369,0.001115959,0.001261341,0.001593466,0.00144647,0.001965906,0.002961953,0.0003333048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001422123,"about_ca_system_score_gemma":0.001157337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004918504,"about_ca_topic_score_gemma":0.008291203,"domain_scores_codex":[0.9988489,0.0003028457,0.0001404148,0.0001194593,0.0002178291,0.000370637],"domain_scores_gemma":[0.9972132,0.001038927,0.0007275926,0.0001173527,0.000149195,0.0007537279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00002881104,0.0002017833,0.02864464,0.00008849899,0.00002176033,0.9630738,0.003417343,0.00007726022,0.0002479652,0.0001969984,0.0005293125,0.003471911],"study_design_scores_gemma":[0.000009982803,0.0001750088,0.01472042,0.0001318746,0.00003269317,0.9788828,0.00414659,0.0002833177,0.0002106232,0.0001928675,0.001188442,0.0000252704],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984395,0.005188915,0.001103067,0.00232486,0.000206249,0.0003038338,0.0000655802,0.00003109463,0.006381324],"genre_scores_gemma":[0.9964999,0.001637274,0.0003995633,0.0005489086,0.0002409878,0.00003971161,0.00002300579,0.00000965971,0.0006009198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004918504,"threshold_uncertainty_score":0.01031828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1262616794922376,"score_gpt":0.4830204415642782,"score_spread":0.3567587620720406,"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."}}