{"id":"W2110280683","doi":"10.1086/313861","title":"Clinical Utility of Testing Human Immunodeficiency Virus for Drug Resistance","year":2000,"lang":"en","type":"review","venue":"Clinical Infectious Diseases","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver","funders":"","keywords":"Medicine; Drug resistance; HIV drug resistance; Intensive care medicine; Clinical trial; Drug; Human immunodeficiency virus (HIV); Clinical study design; Antiretroviral therapy; Immunology; Internal medicine; Viral load; Pharmacology","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":[0.001667679,0.001139687,0.001912831,0.003495655,0.0002359207,0.001183553,0.0009758552,0.001668559,0.00353356],"category_scores_gemma":[0.002815715,0.0002716431,0.0005627557,0.002373767,0.0009072189,0.001603956,0.0004943014,0.001301669,0.003271601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006692315,"about_ca_system_score_gemma":0.001170459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001366397,"about_ca_topic_score_gemma":0.00171874,"domain_scores_codex":[0.9991535,0.0002504041,0.0001066048,0.0001485326,0.0003051141,0.00003580179],"domain_scores_gemma":[0.9981943,0.001144801,0.000176733,0.00005227009,0.0003745201,0.00005743035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005902846,0.00004360571,0.0004885436,0.007080474,0.00006983653,0.0001780115,0.00004156424,0.0001101582,0.0007518786,0.001278444,0.01721327,0.9726852],"study_design_scores_gemma":[0.00004827841,0.0002314832,0.004792317,0.00795869,0.0001825709,0.004333817,0.0001164774,0.0001376599,0.001088296,0.003473568,0.9775993,0.00003771396],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007965069,0.9984113,0.0000651983,0.0002288952,0.0001088056,0.000003235768,0.000008464435,0.000005411533,0.001089026],"genre_scores_gemma":[0.001250109,0.9975902,0.0001927271,0.0003183292,0.0001674828,0.000006991501,0.00001930575,0.000001370997,0.000453493],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00353356,"threshold_uncertainty_score":0.01182097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1584340204378374,"score_gpt":0.4734192134131093,"score_spread":0.3149851929752719,"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."}}