{"id":"W3014510740","doi":"10.2196/18597","title":"Efficacy and Impact of Digital HIV Care Navigation in Young People Living With HIV in San Francisco, California: Prospective Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Medicine; mHealth; Gerontology; Gee; Young adult; Men who have sex with men; Human immunodeficiency virus (HIV); Intervention (counseling); Generalized estimating equation; 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":[0.001681794,0.0002765231,0.0003001559,0.0009430076,0.0009194762,0.0009970203,0.0004749471,0.0005020079,0.001614648],"category_scores_gemma":[0.003931383,0.0003975825,0.0006356437,0.0007366532,0.0003448959,0.0005757522,0.0005611398,0.0007280445,0.0002715284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007427467,"about_ca_system_score_gemma":0.0009102663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04434216,"about_ca_topic_score_gemma":0.05862766,"domain_scores_codex":[0.9994274,0.0001504495,0.00007914931,0.0001041514,0.0001444718,0.00009435875],"domain_scores_gemma":[0.9967194,0.0006212349,0.001269074,0.0002029572,0.0006175455,0.0005697799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001111337,0.0003116792,0.9965905,0.00002348173,0.00003755094,0.00002081321,0.0004755689,0.0000170029,0.00002250157,0.000005397539,0.0001504463,0.002233977],"study_design_scores_gemma":[0.00002601024,0.0004486116,0.9980983,0.00002924561,0.0000512928,0.0000485591,0.0009679039,0.00005868316,0.0000277349,0.000005245949,0.0002336002,0.000004840682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986738,0.0002193277,0.00002589358,0.00003093693,0.00000575027,0.00007199449,0.0004662796,0.000004318726,0.0005017446],"genre_scores_gemma":[0.9987546,0.000219189,0.000110247,0.00004104747,0.000008295008,0.00006901149,0.0005085876,0.000001519206,0.0002874001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04434216,"threshold_uncertainty_score":0.08816814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02922135847574373,"score_gpt":0.4060720617933019,"score_spread":0.3768507033175581,"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."}}