{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001738922,0.0000908315,0.0002778199,0.00003198754,0.0001468788,0.0000331163,0.0002525946,0.00006212361,0.0001834331],"category_scores_gemma":[0.007383514,0.00003917017,0.00005807258,0.0001307988,0.001009942,0.00005291943,0.0001179966,0.0004238784,0.00006467283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004231871,"about_ca_system_score_gemma":0.0002848895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002256341,"about_ca_topic_score_gemma":0.0003595719,"domain_scores_codex":[0.9981574,0.0002087526,0.0002110219,0.0001396151,0.0007859424,0.0004972063],"domain_scores_gemma":[0.9980807,0.0007548912,0.00002929803,0.0004288202,0.0001488421,0.0005574122],"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":[0.0002442335,0.00002929761,0.0164088,0.00003157277,0.00004252022,0.00006249716,0.00008902746,1.815333e-8,0.0000374655,0.01396304,0.9637526,0.005338975],"study_design_scores_gemma":[0.004837676,0.00423694,0.01488503,0.001171598,0.0001248037,0.0005869131,0.002380572,0.002960472,0.0001076002,0.008510398,0.9600348,0.0001632382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3684083,0.01047788,0.0002268555,0.5185392,0.0005888976,0.000695953,0.00003448444,0.0001471876,0.1008813],"genre_scores_gemma":[0.9770825,0.0004497211,0.00006511748,0.003797583,0.00191412,0.0000137393,0.000003301893,0.00001098889,0.01666295],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6086742,"threshold_uncertainty_score":0.883929,"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."}}