{"id":"W1977736949","doi":"10.1089/aid.2009.0007","title":"HIV Type 1 Subtype Diversity and Drug Resistance among HIV Type 1-Infected Kenyan Patients Initiating Antiretroviral Therapy","year":2009,"lang":"en","type":"article","venue":"AIDS Research and Human Retroviruses","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Virology; Drug resistance; Human immunodeficiency virus (HIV); Lentivirus; Kenya; Antiretroviral therapy; Antiretroviral drug; Medicine; Sida; Pharmacotherapy; Drug; Immunology; Viral disease; Viral load; Biology; Internal medicine; Pharmacology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004938071,0.000207416,0.0004379059,0.0005965016,0.0008511791,0.0005553516,0.0002101556,0.0005197213,0.00089419],"category_scores_gemma":[0.001976654,0.000323282,0.0001279488,0.0008660681,0.0003387157,0.0005183156,0.0002277784,0.0003693262,0.0001352066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003114889,"about_ca_system_score_gemma":0.0002470663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005991798,"about_ca_topic_score_gemma":0.01276694,"domain_scores_codex":[0.9995198,0.0001476438,0.00006016557,0.00008221558,0.00009473701,0.00009539175],"domain_scores_gemma":[0.9994453,0.0001375746,0.0002413067,0.00002613748,0.0000506697,0.00009915463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001223055,0.00002587266,0.9967824,0.00001162059,0.00001680053,0.0001904377,0.000164982,0.00002702089,0.0004868081,0.00001172269,0.00008599186,0.002074063],"study_design_scores_gemma":[0.00001174541,0.0001405392,0.9977246,0.0000193675,0.00001284935,0.001217816,0.000406168,0.0001518474,0.00008074257,0.00001952031,0.0002094215,0.000005327155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991655,0.0004167402,0.00002026187,0.00003757806,0.000002718467,0.00001251666,0.0001120197,9.530547e-7,0.000231628],"genre_scores_gemma":[0.9992174,0.0003499799,0.0001068639,0.00007097509,0.00001365509,0.00001073787,0.0001364574,0.000001104099,0.00009276851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005991798,"threshold_uncertainty_score":0.01191384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06713050061421928,"score_gpt":0.3598884476114301,"score_spread":0.2927579469972109,"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."}}