{"id":"W2115230664","doi":"10.1016/j.jval.2014.03.1639","title":"Real World Drug Utilization Of Hiv Therapies In Canada","year":2014,"lang":"en","type":"article","venue":"Value in Health","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"GlaxoSmithKline (Canada)","funders":"","keywords":"Cohort; Medicine; Darunavir; Pharmacy; Internal medicine; Pediatrics; Antiretroviral therapy; Human immunodeficiency virus (HIV); Viral load; Family medicine","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":[0.0006210669,0.0002915668,0.0004693949,0.001991232,0.002169125,0.003214916,0.001371958,0.0009572429,0.003596954],"category_scores_gemma":[0.004896462,0.0004113117,0.000692089,0.008101961,0.001011616,0.0007607238,0.0009376509,0.001478852,0.0003258839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08801569,"about_ca_system_score_gemma":0.05687714,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9975066,"about_ca_topic_score_gemma":0.9981405,"domain_scores_codex":[0.9981881,0.0001812874,0.000147524,0.0001617909,0.0007882288,0.0005330154],"domain_scores_gemma":[0.9941755,0.0005877761,0.001189886,0.00009936426,0.002477833,0.001469747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000430011,0.0001962817,0.9597407,0.0002786477,0.0002798501,0.0006708083,0.001060829,0.00388654,0.0001901546,0.002246504,0.01297257,0.01804697],"study_design_scores_gemma":[0.00005330412,0.0000687824,0.9790788,0.0001526911,0.0001154805,0.0003933937,0.004967688,0.005135085,0.0002367312,0.000276124,0.009439307,0.00008265799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9468228,0.005055748,0.0002359665,0.005946884,0.00006107406,0.00007386362,0.03280465,0.00005541391,0.008943765],"genre_scores_gemma":[0.9924172,0.002117761,0.0002166968,0.0003716841,0.00001710701,0.00001015159,0.003289587,0.00001147681,0.001548278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08801569,"threshold_uncertainty_score":0.6386015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03396572503607699,"score_gpt":0.2873204304525092,"score_spread":0.2533547054164322,"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."}}