{"id":"W2039379609","doi":"10.2174/1381612043382422","title":"Antiviral Drugs that Target Cellular Proteins May Play Major Roles in Combating HIV Resistance","year":2004,"lang":"en","type":"review","venue":"Current Pharmaceutical Design","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph-Humber; Heritage Medical Research Clinic","funders":"","keywords":"Medicine; Drug; Drug resistance; Clinical trial; Antiretroviral drug; Pharmacology; Human immunodeficiency virus (HIV); Immunology; Virology; Antiretroviral therapy; Biology; Viral load; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009657235,0.001115332,0.002600747,0.0004984592,0.0001602592,0.00008390319,0.0003953551,0.0003746616,0.0002459973],"category_scores_gemma":[0.00009709963,0.0008617938,0.0006098644,0.0007083145,0.0002195257,0.000157336,0.0001539253,0.001610672,0.0007193229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001018278,"about_ca_system_score_gemma":0.00119303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.485974e-7,"about_ca_topic_score_gemma":8.798251e-7,"domain_scores_codex":[0.9949329,0.0007127915,0.001220126,0.001122407,0.0009095711,0.001102174],"domain_scores_gemma":[0.9982045,0.0003888421,0.0003824742,0.000493787,0.00006541139,0.000465029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003659344,0.002775565,0.0004683192,0.07027697,0.0008418175,0.001570583,0.0008474107,0.000003322216,0.00002242234,0.001109873,0.006706959,0.9150108],"study_design_scores_gemma":[0.003563876,0.00004821298,0.000005414624,0.0590022,0.001522751,0.00001469178,0.00002395318,0.00007330107,0.001185215,0.000152491,0.93357,0.0008379009],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001234222,0.9878667,0.003768428,0.0004671239,0.0004286069,0.005771371,0.00008661288,0.00016898,0.001429837],"genre_scores_gemma":[0.0006836129,0.9814206,0.009059173,0.00003943697,0.0002786416,0.001019268,0.0008058538,0.0001682635,0.006525109],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.926863,"threshold_uncertainty_score":0.9993833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1128733394563672,"score_gpt":0.3904895653915296,"score_spread":0.2776162259351624,"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."}}