{"id":"W4200035786","doi":"10.3390/pathogens10121587","title":"HIV Pretreatment Drug Resistance Trends in Mexico City, 2017–2020","year":2021,"lang":"en","type":"article","venue":"Pathogens","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; Consejo Nacional de Ciencia y Tecnología; AIDS Healthcare Foundation","keywords":"Human immunodeficiency virus (HIV); Drug resistance; HIV drug resistance; Drug; Virology; Medicine; Pharmacology; Antiretroviral therapy; Biology; Viral load; Microbiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001842828,0.0001178721,0.0002378066,0.0001604633,0.00006053562,0.00002247345,0.00008085131,0.00004694676,0.003092425],"category_scores_gemma":[0.0001992509,0.0001052174,0.0002135229,0.0005673704,0.00004315398,0.00005297105,0.00007324212,0.0001924844,0.0002229998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000152914,"about_ca_system_score_gemma":0.000102994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002068082,"about_ca_topic_score_gemma":0.001677349,"domain_scores_codex":[0.9986801,0.0001103915,0.0002442561,0.000319016,0.0003066837,0.0003395553],"domain_scores_gemma":[0.9991896,0.00003799167,0.00003281019,0.0004151782,0.0001029721,0.0002215196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001890032,0.001596487,0.09536158,0.0001436895,0.0001844817,0.008183798,0.001294056,0.000002012577,0.02449991,0.0008589005,0.8445045,0.0231816],"study_design_scores_gemma":[0.007181112,0.0009556978,0.3430336,0.001413738,0.0002493173,0.000510239,0.00131646,0.00109364,0.04000545,0.0009237067,0.6026856,0.0006313731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3913149,0.008272947,0.0005825608,0.02196157,0.0001430252,0.000405716,0.0006188691,0.0001235821,0.5765768],"genre_scores_gemma":[0.5371644,0.0003008881,0.001313581,0.0001044369,0.00007374012,0.0000503914,0.0002705187,0.00001502556,0.460707],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2476721,"threshold_uncertainty_score":0.9978189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03004639863229454,"score_gpt":0.3361893907797815,"score_spread":0.306142992147487,"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."}}