{"id":"W2118856136","doi":"10.1155/2012/256982","title":"The Impact of HIV Genetic Polymorphisms and Subtype Differences on the Occurrence of Resistance to Antiretroviral Drugs","year":2012,"lang":"en","type":"article","venue":"Molecular Biology International","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research; Canadian Foundation for AIDS Research","keywords":"Drug resistance; Medicine; Antiretroviral therapy; Human immunodeficiency virus (HIV); Affect (linguistics); Drug; Antiretroviral drug; Resistance (ecology); Phenotype; Resistance mutation; Genetics; Virology; Immunology; Viral load; Biology; Pharmacology; Gene; Reverse transcriptase","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":[0.001232931,0.0001375982,0.0002651314,0.0004315883,0.0001669467,0.0005640548,0.0002560435,0.0003176178,0.001737851],"category_scores_gemma":[0.003232199,0.0001470221,0.0002377724,0.000434181,0.0002513741,0.0003482535,0.0001932974,0.0004363525,0.0002869118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001605088,"about_ca_system_score_gemma":0.0001707096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001042494,"about_ca_topic_score_gemma":0.00091102,"domain_scores_codex":[0.9987755,0.0007120829,0.00008164884,0.0001423268,0.0001722697,0.000116059],"domain_scores_gemma":[0.9969117,0.00140932,0.0008079398,0.0004357359,0.0001934682,0.0002419024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002163071,0.0002483799,0.9106451,0.00005476209,0.0003941972,0.0004805079,0.0001713452,0.0005470486,0.02574825,0.0004286621,0.0003379743,0.05878073],"study_design_scores_gemma":[0.00001436044,0.0004266249,0.9937995,0.00001277249,0.00008353392,0.0009921232,0.0001408637,0.0004432854,0.002817812,0.0002828782,0.0009778239,0.000008412523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946372,0.003100727,0.0002790601,0.0001388224,0.0000175248,0.000006750913,0.0002021104,0.000005177462,0.00161264],"genre_scores_gemma":[0.9987172,0.0006708609,0.0001513941,0.00004732791,0.00001679242,0.000002243621,0.00009659425,0.000005871711,0.0002917263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001737851,"threshold_uncertainty_score":0.00652045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149784347738053,"score_gpt":0.2929808638085101,"score_spread":0.2814830203311296,"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."}}