{"id":"W2076696614","doi":"10.1002/jmv.22047","title":"Subtype diversity associated with the development of HIV‐1 resistance to integrase inhibitors","year":2011,"lang":"en","type":"article","venue":"Journal of Medical Virology","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Centre Hospitalier de l’Université de Montréal; Hôpital Notre-Dame; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Integrase; Raltegravir; Virology; Integrase inhibitor; Biology; Phylogenetic tree; Genetics; Genotype; Reverse transcriptase; Genetic diversity; Lentivirus; Virus; Gene; Human immunodeficiency virus (HIV); Polymerase chain reaction; Viral disease; Viral load; Antiretroviral therapy; Medicine; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001239644,0.0001124261,0.0003824919,0.0001323774,0.0000974923,0.000001853107,0.0002334365,0.0001322253,0.0004121711],"category_scores_gemma":[0.0005856199,0.00005626368,0.00006725227,0.0002024669,0.0001719229,0.0000301922,0.0001402687,0.0003600315,0.00001879932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001202903,"about_ca_system_score_gemma":0.0005775702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003948941,"about_ca_topic_score_gemma":0.0003489713,"domain_scores_codex":[0.9982626,0.00009971745,0.0004519813,0.0001036525,0.0008909143,0.0001911235],"domain_scores_gemma":[0.9989042,0.0001596601,0.0003168956,0.0001058236,0.0002050084,0.0003083821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008168394,0.002680299,0.8175179,0.00006497726,0.003411177,0.002866615,0.05268615,7.070776e-7,0.000580941,0.0005061763,0.1032103,0.008306298],"study_design_scores_gemma":[0.008843032,0.001636202,0.9352933,0.0009850259,0.0007618651,0.0002086595,0.002735468,0.000005650995,0.01031499,0.0001546745,0.03880587,0.000255273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776379,0.0000965393,0.000675433,0.02035265,0.0001119465,0.0001153708,0.00000112359,0.000006597957,0.001002408],"genre_scores_gemma":[0.9947287,0.00001836565,0.00296993,0.0006575632,0.00005267954,0.000002080346,0.000002537978,0.000007528313,0.00156062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1177753,"threshold_uncertainty_score":0.4512984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02594549799776684,"score_gpt":0.2502881372888272,"score_spread":0.2243426392910603,"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."}}