{"id":"W1913086930","doi":"10.1016/s0140-6736(15)61458-1","title":"The Vancouver Consensus: antiretroviral medicines, medical evidence, and political will","year":2015,"lang":"en","type":"article","venue":"The Lancet","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Mental Health","keywords":"Medicine; Politics; Transformative learning; Human immunodeficiency virus (HIV); Antiretroviral therapy; Limiting; Antiretroviral treatment; Power (physics); Scientific evidence; Family medicine; Political science; Law; Sociology; Viral load","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":[0.07481471,0.00139757,0.004024999,0.007212051,0.007786594,0.02877115,0.005271943,0.03292572,0.01419784],"category_scores_gemma":[0.2066628,0.001228104,0.001412471,0.007882436,0.02328625,0.01202659,0.008981651,0.03866607,0.002417317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03921854,"about_ca_system_score_gemma":0.09108417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2250933,"about_ca_topic_score_gemma":0.3566517,"domain_scores_codex":[0.9284803,0.03539071,0.005311741,0.003807536,0.0223743,0.00463536],"domain_scores_gemma":[0.747533,0.1849322,0.006126891,0.005154151,0.04182952,0.01442419],"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":[0.0003436215,0.00004546013,0.000978253,0.003800911,0.0003812971,0.0002121718,0.001249099,0.0004541937,0.0001115464,0.1794893,0.6755008,0.1374334],"study_design_scores_gemma":[0.0002706929,0.00004090407,0.001980831,0.02139875,0.0002648685,0.0001334911,0.00327002,0.000351568,0.0001747648,0.2736406,0.6983253,0.0001482129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005964301,0.1412876,0.0003423541,0.8315572,0.01278573,0.00001332135,0.0001489523,0.00001365855,0.01325477],"genre_scores_gemma":[0.09469783,0.1751072,0.004275581,0.681644,0.03026688,0.0001521015,0.0004259105,0.0001100041,0.01332039],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2250933,"threshold_uncertainty_score":0.4475661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06865861247604702,"score_gpt":0.3837151066867355,"score_spread":0.3150564942106885,"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."}}