{"id":"W4362657145","doi":"10.2196/43527","title":"A Mobile Medication Support App and Its Impact on People Living With HIV: 12-Week User Experience and Medication Compliance Pilot Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Ministry of Health, Labour and Welfare","keywords":"Medicine; Likert scale; Psychological intervention; Human immunodeficiency virus (HIV); Medical record; Medication adherence; Compliance (psychology); Family medicine; Nursing; Psychology","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":[0.003398676,0.0007785428,0.0009023771,0.0007846383,0.001347126,0.000907461,0.0005391915,0.0009043196,0.00229818],"category_scores_gemma":[0.006649627,0.0006042877,0.00100476,0.000363807,0.0005486108,0.001110077,0.001298144,0.001008092,0.0005033658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003622587,"about_ca_system_score_gemma":0.0006303299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001581282,"about_ca_topic_score_gemma":0.002850574,"domain_scores_codex":[0.9986144,0.0005974807,0.0001209842,0.0001560199,0.0002370932,0.0002740135],"domain_scores_gemma":[0.9949188,0.002005981,0.0005458048,0.0003959772,0.001139802,0.0009936641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01111184,0.109632,0.5902549,0.002099231,0.000699282,0.003867445,0.1111593,0.0006972517,0.02756566,0.0001373069,0.003503747,0.139272],"study_design_scores_gemma":[0.001545904,0.1510942,0.7882199,0.0001885227,0.0006981795,0.001996144,0.0411139,0.003104901,0.007394291,0.00008522801,0.004303421,0.0002554046],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995289,0.00001940245,0.00009397649,0.00001717481,0.000004414162,0.000158471,0.0000446014,0.000007414366,0.000125703],"genre_scores_gemma":[0.9966299,0.0001165372,0.001367282,0.000122581,0.00003110716,0.0007431763,0.00018851,0.00001106375,0.000789848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003398676,"threshold_uncertainty_score":0.01797414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1854349149303012,"score_gpt":0.5533500044636395,"score_spread":0.3679150895333382,"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."}}