{"id":"W2021978223","doi":"10.1371/journal.pone.0072784","title":"The Prevalence of Transmitted Resistance to First-Generation Non-Nucleoside Reverse Transcriptase Inhibitors and Its Potential Economic Impact in HIV-Infected Patients","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pfizer","keywords":"Efavirenz; Drug resistance; Reverse-transcriptase inhibitor; HIV drug resistance; Medicine; Reverse transcriptase; Virology; Viral load; Nucleoside Reverse Transcriptase Inhibitor; Resistance mutation; Antiretroviral therapy; Human immunodeficiency virus (HIV); Immunology; Internal medicine; Biology; Polymerase chain reaction; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003605429,0.000188296,0.0005063477,0.004931118,0.0002075114,0.001632418,0.0003184686,0.0003341833,0.001203847],"category_scores_gemma":[0.01095495,0.0001679153,0.0008638181,0.006655573,0.0003514245,0.0008379295,0.0003891024,0.0003690131,0.00009379749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001526283,"about_ca_system_score_gemma":0.001624332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01113563,"about_ca_topic_score_gemma":0.02105712,"domain_scores_codex":[0.9973877,0.0008181139,0.0005744891,0.0001671086,0.0009335112,0.0001190937],"domain_scores_gemma":[0.9918955,0.003563903,0.003107359,0.0001045901,0.001176489,0.0001521471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006634737,0.00006640697,0.8708146,0.01020317,0.002388321,0.0005354747,0.0006561622,0.0003027545,0.0002057085,0.0008214305,0.001754619,0.1115878],"study_design_scores_gemma":[0.00002775755,0.0001846096,0.9846277,0.003829238,0.001915241,0.001158402,0.00106461,0.0003118721,0.0001531685,0.0003127737,0.006390651,0.00002392433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5959265,0.3899207,0.0002972227,0.001906616,0.0001059948,0.0001372537,0.006356533,0.000006859799,0.005342354],"genre_scores_gemma":[0.9178231,0.08003125,0.0004194443,0.000293057,0.0001387949,0.00006222015,0.0009417608,0.000002233306,0.0002880935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01113563,"threshold_uncertainty_score":0.02214164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228010005631707,"score_gpt":0.2075835235860135,"score_spread":0.1953034235296964,"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."}}