{"id":"W1998200336","doi":"10.1155/2012/595762","title":"Cost-Effectiveness of Antiretroviral Therapy for Multidrug-Resistant HIV: Past, Present, and Future","year":2012,"lang":"en","type":"article","venue":"AIDS Research and Treatment","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; University of British Columbia; Providence Health Care","funders":"","keywords":"Enfuvirtide; Etravirine; Darunavir; Medicine; Raltegravir; Tolerability; Maraviroc; Intensive care medicine; Antiretroviral therapy; Human immunodeficiency virus (HIV); Viral load; Pharmacology; Virology; Immunology; Adverse effect","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006060545,0.0002269715,0.0004305288,0.0002186166,0.0001925642,0.00002384073,0.00004407309,0.00008321889,0.00002205798],"category_scores_gemma":[0.00001309766,0.0001419091,0.00008707352,0.0001954115,0.0002060204,0.0001184585,0.00004541007,0.00008958487,0.0000065522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001669257,"about_ca_system_score_gemma":0.00008999848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007865284,"about_ca_topic_score_gemma":0.000003587262,"domain_scores_codex":[0.9983593,0.0001882606,0.000190852,0.0003132088,0.0003547764,0.0005936509],"domain_scores_gemma":[0.9986683,0.0005276509,0.00003921054,0.0002397147,0.0001710619,0.0003540311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006651812,0.003121249,0.6745743,0.0002666971,0.001091813,0.00003109435,0.001395113,8.934731e-8,0.003401158,0.0009887862,0.001051865,0.307426],"study_design_scores_gemma":[0.02708777,0.01394017,0.6304554,0.0001949012,0.0001799854,0.00003377816,0.001386347,0.00002990044,0.06497689,0.0001742114,0.2612548,0.0002858376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866031,0.0078278,0.000037548,0.001214396,0.00005460179,0.003612075,0.0001021227,0.00002304697,0.0005253432],"genre_scores_gemma":[0.9888965,0.003616399,0.001899887,0.00000678421,0.0005258645,0.000969375,0.0001593314,0.00002815132,0.003897665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3071402,"threshold_uncertainty_score":0.5786885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09518902415624984,"score_gpt":0.3972955165309512,"score_spread":0.3021064923747013,"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."}}