{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008336001,0.0002257004,0.0003740907,0.0005857312,0.00190256,0.0001757109,0.0002310881,0.0001178042,0.0003841865],"category_scores_gemma":[0.00114544,0.0001949116,0.00008482631,0.0007996687,0.0006620851,0.0004487707,0.0004194836,0.0008256992,0.00006001222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001113536,"about_ca_system_score_gemma":0.0001012064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004240832,"about_ca_topic_score_gemma":0.0002095596,"domain_scores_codex":[0.9970687,0.0003409907,0.0003177284,0.0005160713,0.0009234839,0.0008330371],"domain_scores_gemma":[0.9978017,0.0002014226,0.00008164641,0.0003976282,0.0009945732,0.0005229826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008701499,0.0003798479,0.9579952,0.00007596709,0.0000722115,0.00004247879,0.0006691637,1.833652e-8,0.001818378,0.001005484,0.03396133,0.003109766],"study_design_scores_gemma":[0.002293252,0.01268184,0.9792683,0.0002736864,0.00001843101,0.000002009823,0.0002345897,0.000008161252,0.001107205,0.0007950407,0.003111427,0.0002061064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873809,0.0009576443,0.000005004803,0.0001810131,0.00002697863,0.0004999354,0.00003220092,0.00008806975,0.01082828],"genre_scores_gemma":[0.9754726,0.0009157587,0.0001125201,0.00010841,0.0001366351,0.000005190925,0.0001137305,0.00002618179,0.02310894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0308499,"threshold_uncertainty_score":0.9993968,"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."}}