{"id":"W2910979606","doi":"10.1111/hiv.12701","title":"De‐simplifying single‐tablet antiretroviral treatments: uptake, risks and cost savings","year":2019,"lang":"en","type":"article","venue":"HIV Medicine","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hip and Knee Clinic; University of Calgary","funders":"","keywords":"Medicine; Abacavir; Lamivudine; Viral load; Incentive; Human immunodeficiency virus (HIV); Antiretroviral therapy; Generic drug; Family medicine; Drug; Pharmacology; Virology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004829688,0.000232723,0.0002686956,0.0004765159,0.0003142183,0.001668255,0.0004569492,0.0007931749,0.003864105],"category_scores_gemma":[0.01762539,0.0001246983,0.0007478024,0.0007487308,0.0004233241,0.00111347,0.001100244,0.0006380159,0.0003030681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001250032,"about_ca_system_score_gemma":0.001240283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003636588,"about_ca_topic_score_gemma":0.004359802,"domain_scores_codex":[0.9947125,0.002857091,0.0002827317,0.0001817539,0.001488397,0.0004775903],"domain_scores_gemma":[0.9907737,0.004131975,0.003669052,0.0002719885,0.0006790865,0.0004741312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001328815,0.001554489,0.4005166,0.0005687795,0.0002772545,0.0002785343,0.001410557,0.001748523,0.0009330456,0.002137215,0.002186542,0.5870596],"study_design_scores_gemma":[0.0004182475,0.005682658,0.9619049,0.0008683859,0.0004016741,0.001717598,0.004297232,0.01038377,0.001849409,0.002268895,0.01013063,0.00007661428],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824343,0.003523131,0.0004977146,0.004775677,0.00002029255,0.0001398349,0.0001851843,0.0000136029,0.008410312],"genre_scores_gemma":[0.9977835,0.0008914518,0.0004812692,0.0002433851,0.00004743687,0.00003122039,0.00007817475,0.000002722433,0.0004409546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004829688,"threshold_uncertainty_score":0.02554214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1277360165802174,"score_gpt":0.3183752449112434,"score_spread":0.190639228331026,"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."}}