{"id":"W2121769821","doi":"10.1517/14656566.3.2.81","title":"Salvage antiretroviral therapy in HIV infection","year":2002,"lang":"en","type":"review","venue":"Expert Opinion on Pharmacotherapy","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Salvage therapy; Discontinuation; Regimen; Intensive care medicine; Drug resistance; Antiretroviral therapy; Combination therapy; Drug; Protease inhibitor (pharmacology); Internal medicine; Viral load; Human immunodeficiency virus (HIV); Pharmacology; Immunology; Chemotherapy","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001917034,0.0008336621,0.001801958,0.0008912403,0.00009050778,0.00004195426,0.0001567289,0.0003652046,0.002297274],"category_scores_gemma":[0.000007695614,0.0006070935,0.0006720641,0.0006626894,0.00004948807,0.000114114,0.00001819107,0.0006325921,0.0009510443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005616781,"about_ca_system_score_gemma":0.0001761679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002037598,"about_ca_topic_score_gemma":5.641001e-7,"domain_scores_codex":[0.9972128,0.0002706687,0.0007954056,0.000749519,0.0004755636,0.0004961037],"domain_scores_gemma":[0.998984,0.00009821959,0.0002642644,0.0004299026,0.00003420182,0.0001894194],"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":[0.000132511,0.0010764,0.0002691367,0.0005015171,0.0003735886,0.00006723329,0.0004440784,1.534084e-7,0.0000162949,0.00003352609,0.05160372,0.9454818],"study_design_scores_gemma":[0.005071732,0.0004722772,0.00002654774,0.0061879,0.0000205996,0.00004907296,0.000005040235,0.00001818663,0.000155723,0.000002888629,0.9874591,0.0005309314],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004314275,0.9932041,0.00001279391,0.0007032352,0.00134856,0.002082329,0.00001686227,0.0002148399,0.002374123],"genre_scores_gemma":[0.00001913697,0.9886203,0.000198456,0.001109223,0.001096665,0.0006155773,0.0004107265,0.0001854686,0.007744404],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9449509,"threshold_uncertainty_score":0.9998268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1021640263802683,"score_gpt":0.420544234317037,"score_spread":0.3183802079367687,"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."}}