{"id":"W2132769220","doi":"10.1097/qad.0b013e32830fe940","title":"Bayesian network analyses of resistance pathways against efavirenz and nevirapine","year":2008,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Efavirenz; Nevirapine; Lamivudine; Emtricitabine; Reverse-transcriptase inhibitor; Virology; Resistance mutation; Biology; Drug resistance; Nucleoside Reverse Transcriptase Inhibitor; Reverse transcriptase; Genetics; Gene; Virus; Viral load; Antiretroviral therapy; Polymerase chain reaction","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003374089,0.0008096856,0.0007963364,0.002840287,0.0005908438,0.0009175661,0.0009197911,0.0008868221,0.002991539],"category_scores_gemma":[0.01373915,0.0005288742,0.00136374,0.00139597,0.0004717188,0.001230826,0.0006303017,0.001004714,0.0003335557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001414854,"about_ca_system_score_gemma":0.001190589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02394427,"about_ca_topic_score_gemma":0.01860807,"domain_scores_codex":[0.9986865,0.0006011453,0.00007546982,0.0003712989,0.0001531954,0.0001124105],"domain_scores_gemma":[0.9909258,0.006933588,0.001131766,0.0002682944,0.0005380875,0.000202467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004094137,0.0001348569,0.03952289,0.0001278976,0.0005425868,0.0001774004,0.0001050792,0.9137592,0.001943435,0.006888018,0.001605542,0.03478369],"study_design_scores_gemma":[0.00001819944,0.00002817631,0.006020242,0.00001071463,0.00005842678,0.00003839414,0.00001213389,0.987527,0.000230364,0.005690661,0.0003542853,0.00001144854],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7105026,0.001579508,0.2771322,0.0008882288,0.00003808112,0.0002109593,0.004207661,0.000647312,0.004793525],"genre_scores_gemma":[0.9615961,0.0004531318,0.03138892,0.00008969524,0.00003226791,0.0001268069,0.004599663,0.00004772782,0.001665656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02394427,"threshold_uncertainty_score":0.04760975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04094619701623359,"score_gpt":0.2826154154522667,"score_spread":0.2416692184360331,"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."}}