{"id":"W2805823173","doi":"10.2196/mhealth.9493","title":"Health Care Provider Utilization and Cost of an mHealth Intervention in Vulnerable People Living With HIV in Vancouver, Canada: Prospective Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":28,"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":"mHealth; Cart; Psychological intervention; Mobile phone; Intervention (counseling); Medicine; Health care; Human immunodeficiency virus (HIV); Gerontology; Nursing; Family medicine; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009006938,0.0005264159,0.0006350745,0.001681158,0.003986318,0.001892517,0.001869895,0.0007640145,0.002232522],"category_scores_gemma":[0.003831979,0.0007429966,0.0009951892,0.00425494,0.0007851974,0.0004665971,0.001589906,0.001266219,0.000328141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02991183,"about_ca_system_score_gemma":0.02562237,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9846253,"about_ca_topic_score_gemma":0.9881902,"domain_scores_codex":[0.9981608,0.0002918234,0.0001767192,0.0001608788,0.0006352608,0.0005745091],"domain_scores_gemma":[0.9961925,0.0002710918,0.000916146,0.0001339961,0.001458611,0.001027714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002378347,0.000332377,0.993762,0.00008311215,0.0001043117,0.0001209103,0.0008815252,0.0001112576,0.00007363806,0.00003872394,0.0005226496,0.003731621],"study_design_scores_gemma":[0.00003473024,0.0001387917,0.9966419,0.000057615,0.00004649663,0.00004900571,0.002341459,0.0002293453,0.000032535,0.00001462038,0.0003995989,0.00001390109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958941,0.0002879346,0.00003106863,0.0001216127,0.000005649117,0.0002350583,0.002472625,0.00000369488,0.0009481698],"genre_scores_gemma":[0.9965976,0.0005988556,0.0001891632,0.0001557038,0.000008712473,0.000199579,0.00130387,0.000004523141,0.0009421397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02991183,"threshold_uncertainty_score":0.2170265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03461603803438167,"score_gpt":0.396479925519052,"score_spread":0.3618638874846704,"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."}}