{"id":"W4404010733","doi":"10.1038/s43856-024-00645-1","title":"Recommendations for the equitable integration of digital health interventions across the HIV care cascade","year":2024,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Toronto","funders":"Agencia Estatal de Investigación; Canadian Institutes of Health Research; Generalitat de Catalunya; Academy of Finland; Centres de Recerca de Catalunya","keywords":"Psychological intervention; Human immunodeficiency virus (HIV); Cascade; Health care; Medicine; Virology; Nursing; Engineering; Economic growth; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002719641,0.0001613608,0.0003293774,0.0001174118,0.004901888,0.00003142492,0.001232148,0.000106339,0.0001963268],"category_scores_gemma":[0.001005428,0.00009008784,0.0001701758,0.0008323459,0.0005530069,0.0001912812,0.0004125932,0.000940507,0.0001121394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003384522,"about_ca_system_score_gemma":0.0008706373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007245119,"about_ca_topic_score_gemma":0.002615859,"domain_scores_codex":[0.997052,0.0004334742,0.001482829,0.0002474564,0.0001976784,0.0005866184],"domain_scores_gemma":[0.9893762,0.007137927,0.0004573187,0.002289087,0.000566863,0.0001725593],"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":[0.00001726086,0.00007766738,0.0001841413,0.001863886,0.00005452273,4.020223e-8,0.03356777,0.000007337087,0.00001975737,0.1849894,0.4499752,0.329243],"study_design_scores_gemma":[0.000441659,0.0001178833,0.0005017887,0.002100366,0.0000668045,0.000002454162,0.0805699,0.002200447,0.000002740059,0.002278362,0.9116519,0.00006571398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0001353389,0.08952286,0.1533565,0.7404403,0.001302787,0.008102387,0.001852932,0.0002215913,0.005065317],"genre_scores_gemma":[0.9114503,0.02723791,0.00369856,0.006119847,0.0008391088,0.03710194,0.005457537,0.00008083446,0.008013927],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.911315,"threshold_uncertainty_score":0.9963936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2320968902373331,"score_gpt":0.5624168902291635,"score_spread":0.3303199999918304,"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."}}