{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003641317,0.00008866811,0.0002128151,0.000323803,0.000239803,0.0003475169,0.0001520855,0.0001977367,0.0008940937],"category_scores_gemma":[0.001119603,0.0001231981,0.0001797128,0.0002833585,0.0001239956,0.0001125632,0.0001308746,0.0002811071,0.0001183219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000168552,"about_ca_system_score_gemma":0.0001175622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001555317,"about_ca_topic_score_gemma":0.001902983,"domain_scores_codex":[0.9997028,0.00009325862,0.00003282351,0.00005675095,0.00004963738,0.00006479098],"domain_scores_gemma":[0.9991618,0.0001785932,0.0003289923,0.0000822269,0.00009804914,0.0001503632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003650404,0.00003338017,0.9868494,0.000006439381,0.00003521949,0.0001350951,0.0001117657,0.0001163707,0.008413896,0.00004467745,0.00006114504,0.003827468],"study_design_scores_gemma":[0.0000160061,0.0002148527,0.9962579,0.000005270012,0.00002320694,0.00149901,0.0001260613,0.0005143334,0.001014245,0.00007629574,0.0002477594,0.000005179932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995227,0.0001049878,0.00007741874,0.000008739379,0.000001125958,0.000003026575,0.00005205288,0.000001218008,0.000228755],"genre_scores_gemma":[0.9997011,0.00003127959,0.00009271858,0.00001029088,0.000003066533,0.000001732945,0.0000802293,0.000001462419,0.00007801793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001555317,"threshold_uncertainty_score":0.003092527,"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."}}