{"id":"W2083163706","doi":"10.1007/s11908-002-0089-9","title":"Management of HIV-infected patients with multidrug-resistant virus","year":2002,"lang":"en","type":"article","venue":"Current Infectious Disease Reports","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Virology; Multiple drug resistance; Human immunodeficiency virus (HIV); Medicine; Virus; Drug resistance; Biology; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008166782,0.0003185947,0.0003998067,0.0002089963,0.00009974212,0.00001823637,0.00003797428,0.00004184949,0.0005507837],"category_scores_gemma":[0.0000384847,0.000241289,0.0001729996,0.0003756149,0.00005263393,0.00009088463,0.00005582851,0.0001258257,0.0001138673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003396928,"about_ca_system_score_gemma":0.00005675267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005966595,"about_ca_topic_score_gemma":0.000003447975,"domain_scores_codex":[0.9978366,0.00003263302,0.0005735254,0.0004759571,0.0007177526,0.0003634718],"domain_scores_gemma":[0.9983167,0.00002413649,0.0003949428,0.0005557811,0.0002599483,0.0004484582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001873795,0.005755852,0.9762626,0.0006196571,0.000670378,0.001937193,0.00009155116,0.00001159773,0.00001016232,0.00003172914,0.004369305,0.01005263],"study_design_scores_gemma":[0.004704487,0.0001633301,0.9460299,0.001047907,0.001575898,0.00003504416,0.00001179216,0.00008191115,0.0002470991,0.00003408148,0.04566077,0.0004077976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907417,0.001017412,0.00006136841,0.00009376444,0.0004102882,0.001339479,0.00003905064,0.0002186146,0.006078365],"genre_scores_gemma":[0.9952692,0.0003974788,0.0001128384,0.00001292972,0.00003893509,0.0001444514,0.0002794337,0.00003990918,0.003704803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04129146,"threshold_uncertainty_score":0.9839479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01072555759401556,"score_gpt":0.2391888714988576,"score_spread":0.2284633139048421,"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."}}