{"id":"W1625437550","doi":"10.2196/mhealth.4882","title":"Comparison of a User-Centered Design, Self-Management App to Existing mHealth Apps for Persons Living With HIV","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. National Library of Medicine; National Institute of Nursing Research; National Institute of Mental Health","keywords":"mHealth; Self-management; Human immunodeficiency virus (HIV); Computer science; Mobile apps; Internet privacy; Smartphone app; Psychology; Human–computer interaction; World Wide Web; Medicine; Psychological intervention; Nursing; Family medicine; Artificial intelligence","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004313737,0.0005448366,0.001357709,0.0005503814,0.002123454,0.0000239849,0.0004257399,0.0003377757,0.00002503606],"category_scores_gemma":[0.000255636,0.0004877198,0.00008114676,0.0009513639,0.0001000104,0.0001665773,0.0001989379,0.0009012779,0.00007316392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009166776,"about_ca_system_score_gemma":0.003855078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004424332,"about_ca_topic_score_gemma":0.0004030227,"domain_scores_codex":[0.9923181,0.0009500134,0.002340765,0.001123862,0.0006957232,0.002571543],"domain_scores_gemma":[0.9911727,0.001629178,0.001478736,0.0008800768,0.0006385479,0.004200789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006348419,0.004168519,0.3023582,0.09959023,0.0002075013,0.000006665008,0.09682245,0.0004590863,0.0000201348,0.05202378,0.3363498,0.1016453],"study_design_scores_gemma":[0.01920642,0.009360501,0.1335626,0.007410595,0.0006751977,0.00002965287,0.08209484,0.01142464,0.00001263049,0.0008994283,0.7335755,0.001748028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5757771,0.005849393,0.2922531,0.02676459,0.001926142,0.08127263,0.0007157344,0.002111541,0.01332984],"genre_scores_gemma":[0.8252879,0.0007970564,0.1401436,0.006991589,0.0005322007,0.02475803,0.00009316525,0.0001681563,0.001228274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3972256,"threshold_uncertainty_score":0.9997575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2209331061172181,"score_gpt":0.4959215878349266,"score_spread":0.2749884817177085,"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."}}