{"id":"W2620142836","doi":"10.2196/jmir.6631","title":"Mobile Text Messaging to Improve Medication Adherence and Viral Load in a Vulnerable Canadian Population Living With Human Immunodeficiency Virus: A Repeated Measures Study","year":2017,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"B.C. Women's Hospital & Health Centre; Women's Health Research Institute; University of British Columbia","funders":"Gilead Sciences","keywords":"Medicine; Short Message Service; Cart; Psychological intervention; Population; Viral load; Attendance; Intervention (counseling); mHealth; Family medicine; Human immunodeficiency virus (HIV); Environmental health; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002676752,0.0007632963,0.0006634235,0.0007495418,0.002398534,0.0006078262,0.0009933392,0.0006620248,0.001797024],"category_scores_gemma":[0.006442826,0.0003826011,0.001313555,0.001168628,0.0005598456,0.0002582651,0.000536709,0.0007424381,0.0001972213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005196396,"about_ca_system_score_gemma":0.0085172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6363223,"about_ca_topic_score_gemma":0.592445,"domain_scores_codex":[0.9977597,0.0006246062,0.0001266162,0.0002745282,0.0008881551,0.000326378],"domain_scores_gemma":[0.9971214,0.0005096475,0.0007103086,0.0002468263,0.001017925,0.0003937501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01240661,0.01774881,0.8918789,0.0005851692,0.002407038,0.0003736963,0.005241725,0.0005365207,0.003299297,0.0001998597,0.001556394,0.06376605],"study_design_scores_gemma":[0.0009420507,0.006808234,0.9891066,0.00004943676,0.0005654416,0.0000640963,0.0005522589,0.0005587505,0.0004727014,0.00003527696,0.0008050847,0.00004003843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976404,0.0002588447,0.000165391,0.00007117136,0.00001118811,0.0006647047,0.0004767022,0.00001165395,0.0007000146],"genre_scores_gemma":[0.9965533,0.0002532078,0.00107809,0.00008657105,0.00001960923,0.0006435991,0.0003278972,0.000003891763,0.001033911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3636777,"threshold_uncertainty_score":0.731639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09673354685121002,"score_gpt":0.512629159797036,"score_spread":0.415895612945826,"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."}}