{"id":"W2151881247","doi":"10.1086/422007","title":"Antiretroviral Resistance among HIV‐Infected Persons Who Have Died in British Columbia, in the Era of Modern Antiretroviral Therapy","year":2004,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; St. Paul's Hospital","funders":"","keywords":"Medicine; Drug resistance; Antiretroviral therapy; Internal medicine; Cohort; Sida; Human immunodeficiency virus (HIV); Cohort study; Viral load; Immunology; Viral disease; Biology","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":[0.0002298426,0.0002212024,0.0002957797,0.0007211115,0.001582691,0.0007050437,0.0004259465,0.000396804,0.001192725],"category_scores_gemma":[0.001095257,0.0002725459,0.0001271186,0.001286272,0.0003794909,0.0002283002,0.0003166645,0.0004590177,0.0001626153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002300968,"about_ca_system_score_gemma":0.001927341,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.76302,"about_ca_topic_score_gemma":0.8431653,"domain_scores_codex":[0.9997215,0.00003249587,0.00001895701,0.00003972023,0.00009161071,0.00009572597],"domain_scores_gemma":[0.999472,0.000044134,0.0001145453,0.00001770716,0.0002063805,0.0001454126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004607975,0.00002370279,0.9959646,0.00001479873,0.00001555477,0.0001855463,0.0002653979,0.00002714638,0.0001710034,0.000007140515,0.0004008926,0.002878089],"study_design_scores_gemma":[0.000005541266,0.00002033531,0.998825,0.00001402271,0.00000974328,0.0001857746,0.000473834,0.00006117771,0.00002523679,0.000004675248,0.0003717567,0.000002991305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983546,0.0003612271,0.00002042987,0.00009100545,0.000004434395,0.00001363659,0.0004244898,0.000002696403,0.0007277021],"genre_scores_gemma":[0.9985389,0.0003572804,0.00005202779,0.00009233749,0.000005245667,0.000007852279,0.0004599077,0.000001385288,0.0004850099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.23698,"threshold_uncertainty_score":0.4767511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007014959740130178,"score_gpt":0.2308718190188619,"score_spread":0.2238568592787317,"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."}}