{"id":"W2017070671","doi":"10.1097/qad.0b013e32833e6cfb","title":"Population-based V3 genotypic tropism assay: a retrospective analysis using screening samples from the A4001029 and MOTIVATE studies","year":2010,"lang":"en","type":"article","venue":"AIDS","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; AIDS Vancouver; St. Paul's Hospital","funders":"Canadian Institutes of Health Research; GlaxoSmithKline; Pfizer","keywords":"Genotype; Virology; Tropism; Population; Biology; Medicine; Genetics; Virus; Environmental health; Gene","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":[0.004723661,0.0003226674,0.0003996426,0.0007991815,0.0003283012,0.0006375423,0.0002959935,0.0003560111,0.0005991557],"category_scores_gemma":[0.006710709,0.0003910875,0.0004079702,0.0006457936,0.0004022629,0.0003004628,0.0003991197,0.0003803201,0.0002808641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002571599,"about_ca_system_score_gemma":0.0003623425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001128838,"about_ca_topic_score_gemma":0.0009357018,"domain_scores_codex":[0.9962378,0.001491893,0.0004029725,0.0008539202,0.0008573137,0.0001561227],"domain_scores_gemma":[0.9925029,0.002391564,0.00238838,0.001410112,0.0009727897,0.000334133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000875262,0.0000520078,0.9941614,0.00001821604,0.0001077798,0.0001357922,0.0001361727,0.00007928525,0.00168092,0.0000274512,0.0001202263,0.002605576],"study_design_scores_gemma":[0.00006918906,0.0017643,0.9927584,0.00001576728,0.0001864438,0.001703599,0.0001447302,0.0005083416,0.001751193,0.00003648383,0.001047176,0.00001444176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975731,0.0004063837,0.0007313491,0.00001167475,0.000003629717,0.00007230782,0.0005585728,0.000009425227,0.0006334761],"genre_scores_gemma":[0.9988086,0.0000665572,0.0002659352,0.00002497421,0.000005427354,0.00003491639,0.0007301371,0.000006143667,0.00005719904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004723661,"threshold_uncertainty_score":0.02498144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03774571435018789,"score_gpt":0.3051172742250911,"score_spread":0.2673715598749032,"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."}}