{"id":"W1722705940","doi":"10.1089/aid.2013.0262","title":"Burden of Nonnucleoside Reverse Transcriptase Inhibitor Resistance in HIV-1-Infected Patients: A Systematic Review and Meta-Analysis","year":2014,"lang":"en","type":"review","venue":"AIDS Research and Human Retroviruses","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Drug resistance; Internal medicine; Clinical trial; Meta-analysis; Publication bias; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002358654,0.0006000159,0.00962273,0.002474841,0.0001644131,0.0000657712,0.0002340721,0.0002386894,0.0003231564],"category_scores_gemma":[0.0009251424,0.0003859648,0.001212335,0.002332024,0.0003677962,0.0001243365,0.0001262239,0.0006618238,0.00003648599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002113414,"about_ca_system_score_gemma":0.0002037392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001310134,"about_ca_topic_score_gemma":0.0002423593,"domain_scores_codex":[0.9942967,0.001385255,0.001878359,0.0008241275,0.001035533,0.0005800454],"domain_scores_gemma":[0.9970831,0.000630585,0.0005181536,0.0009068954,0.0005040179,0.0003572128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00003330675,0.0002908258,0.0006138712,0.9404872,0.05386841,0.0000685404,0.0002415768,5.611745e-9,6.245916e-7,0.000429219,0.003742352,0.0002240452],"study_design_scores_gemma":[0.001336857,0.0006936467,0.00008647495,0.1477001,0.6475841,0.000006024027,0.00005883251,9.436479e-8,0.000002950245,0.00005401009,0.2019819,0.0004949857],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002559917,0.9942197,0.000001853894,0.0001400603,0.000007569466,0.004583975,0.0002851199,0.00002368641,0.0004820001],"genre_scores_gemma":[0.001476472,0.9797134,0.0002911615,0.00006501242,0.00002700795,0.0007457018,0.0003958143,0.00006050055,0.01722495],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7927871,"threshold_uncertainty_score":0.9998592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1054206962609137,"score_gpt":0.3927186584773566,"score_spread":0.2872979622164429,"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."}}