{"id":"W4309665341","doi":"10.2196/39357","title":"A Digital Platform to Support HIV Case Management for Youth and Young Adults: Mixed Methods Feasibility Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Medicine; Quality of life (healthcare); Human immunodeficiency virus (HIV); Young adult; Self-management; Gerontology; Family medicine; Nursing","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":[0.01465987,0.0009096634,0.0009692475,0.001432838,0.002634266,0.002024961,0.001255678,0.001022316,0.003578639],"category_scores_gemma":[0.01017235,0.000971689,0.001209237,0.0007098697,0.0008730527,0.001534455,0.001884528,0.001109101,0.0006545522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001286753,"about_ca_system_score_gemma":0.00410655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003447496,"about_ca_topic_score_gemma":0.008410874,"domain_scores_codex":[0.9940165,0.003608294,0.0005021015,0.0003931353,0.0007881444,0.0006918851],"domain_scores_gemma":[0.9931847,0.003000387,0.0008989775,0.0005015794,0.001396807,0.001017525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.009991106,0.2737309,0.3668908,0.003471045,0.0007035492,0.002141173,0.08079752,0.0004613932,0.007083082,0.001255232,0.003450938,0.2500233],"study_design_scores_gemma":[0.01655825,0.2939496,0.5213916,0.001497239,0.0009731452,0.001734947,0.1385686,0.003457466,0.003892458,0.001629327,0.01602832,0.0003189992],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836004,0.0001327051,0.0008287086,0.0001192141,0.00002258405,0.01414515,0.0002072291,0.00001545623,0.0009283734],"genre_scores_gemma":[0.9224585,0.0006713975,0.01695698,0.001024083,0.00008979996,0.05717077,0.0003388924,0.00001477453,0.00127479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01465987,"threshold_uncertainty_score":0.07752973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2165073897707412,"score_gpt":0.58457705676831,"score_spread":0.3680696669975688,"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."}}