{"id":"W2076738291","doi":"10.2471/blt.11.099317","title":"M-health for health behaviour change in resource-limited settings: applications to HIV care and beyond","year":2012,"lang":"en","type":"article","venue":"Bulletin of the World Health Organization","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Human immunodeficiency virus (HIV); Medicine; Resource (disambiguation); Health care; Public health; Environmental health; Family medicine; Nursing; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002796136,0.0002800459,0.0006984178,0.0004515965,0.002392892,0.000009053718,0.0003557685,0.0001671069,0.0001432532],"category_scores_gemma":[0.000380555,0.0002578053,0.00005103342,0.001931672,0.00006162588,0.00005104375,0.0002420991,0.0006065199,0.00008950777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001310278,"about_ca_system_score_gemma":0.001455605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001597033,"about_ca_topic_score_gemma":0.002969737,"domain_scores_codex":[0.9948365,0.0009603574,0.001815981,0.0005244469,0.0003273031,0.001535425],"domain_scores_gemma":[0.9955536,0.0006310359,0.001502582,0.0007668794,0.0004034071,0.00114252],"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":[0.00006967712,0.000298577,0.3870606,0.007270883,0.000006664818,2.434144e-8,0.02543257,0.00001052342,0.000004289054,0.01480933,0.5100865,0.05495031],"study_design_scores_gemma":[0.0008606162,0.000118291,0.1691923,0.0005326403,0.000008114902,0.000001297961,0.003435884,0.000006135847,0.000006641201,0.000034844,0.8256571,0.0001461555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005213817,0.008183977,0.002685217,0.9422224,0.0005641836,0.03936498,0.0007550158,0.0002381921,0.0007722354],"genre_scores_gemma":[0.4552617,0.001965995,0.02686547,0.4772298,0.001861145,0.03233166,0.001624991,0.0003150633,0.002544154],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4649926,"threshold_uncertainty_score":0.9999874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02712546246583054,"score_gpt":0.3795358894968472,"score_spread":0.3524104270310167,"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."}}