{"id":"W2913484557","doi":"10.1186/s12981-019-0218-2","title":"First-line HIV treatment failures in non-B subtypes and recombinants: a cross-sectional analysis of multiple populations in Uganda","year":2019,"lang":"en","type":"article","venue":"AIDS Research and Therapy","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute of Allergy and Infectious Diseases; Center for AIDS Research, University of Washington; National Institutes of Health; Case Western Reserve University; Government of Canada; Ontario Genomics Institute; Canadian Institutes of Health Research; Genome Canada; Ontario Genomics","keywords":"Medicine; Population; Regimen; Odds ratio; Odds; Human immunodeficiency virus (HIV); Logistic regression; Demography; Internal medicine; Virology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002698618,0.0004441248,0.0007135192,0.001516228,0.001060962,0.0009787113,0.0008428865,0.0007535995,0.001431425],"category_scores_gemma":[0.004238767,0.001017044,0.0007172942,0.001879147,0.0006483201,0.0008321322,0.001391261,0.0008950905,0.0002497859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005376624,"about_ca_system_score_gemma":0.0003819808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01159113,"about_ca_topic_score_gemma":0.01117202,"domain_scores_codex":[0.9981474,0.0008662585,0.000175031,0.0004441215,0.0001578098,0.0002094601],"domain_scores_gemma":[0.9968849,0.0007177895,0.001242976,0.0004556801,0.000290918,0.0004077427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006393058,0.00003576127,0.9984071,0.00001116621,0.0001150997,0.00007496944,0.0004071913,0.00003298273,0.00009726734,0.000009712814,0.00005332256,0.0006916425],"study_design_scores_gemma":[0.000005909978,0.00009713194,0.998395,0.00001230617,0.00005258979,0.0003521865,0.000757371,0.0001690403,0.000026353,0.00001156271,0.0001153819,0.000005157106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994048,0.0001583599,0.00009057889,0.00001001566,0.000001481206,0.00001182427,0.0002365671,0.000001892322,0.0000845683],"genre_scores_gemma":[0.9993082,0.000133672,0.0001857119,0.00002128628,0.000003020568,0.00002268503,0.0002619062,0.000003297819,0.00006028033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01159113,"threshold_uncertainty_score":0.02304733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08104054131575734,"score_gpt":0.3965010510338658,"score_spread":0.3154605097181085,"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."}}