{"id":"W2107003598","doi":"10.1001/archinte.166.5.521","title":"Changes Over Time in Risk of Initial Virological Failure of Combination Antiretroviral Therapy","year":2006,"lang":"en","type":"article","venue":"Archives of Internal Medicine","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cart; Medicine; Confidence interval; Antiretroviral therapy; Viral load; Cohort; Internal medicine; Cohort study; Human immunodeficiency virus (HIV); Immunology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001419933,0.0001254944,0.0004906495,0.0003316464,0.000008919048,7.462585e-7,0.00008897213,0.00004368615,0.0002270877],"category_scores_gemma":[0.00008537292,0.00008009307,0.00006940546,0.0001127393,0.0003508087,0.00002569145,0.00003036475,0.0001315626,0.000002323536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000119904,"about_ca_system_score_gemma":0.00002127871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004554825,"about_ca_topic_score_gemma":0.0000737321,"domain_scores_codex":[0.998965,0.00007521545,0.0004288296,0.0001364181,0.0002688647,0.0001257129],"domain_scores_gemma":[0.9992923,0.0002571952,0.0002653369,0.0001167542,0.00003289039,0.00003548166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001719532,0.0007486037,0.8726214,0.00006363235,0.0001576155,0.00004649964,0.001328897,0.000001290002,0.1047364,0.000487703,0.000450596,0.01763793],"study_design_scores_gemma":[0.008692651,0.003795208,0.9116367,0.0007718903,0.00006441177,0.00001363541,0.00009094209,0.0003405095,0.0727411,0.001497184,0.0002856083,0.00007021001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930476,0.0002671815,0.00009047676,0.001571705,0.00004065325,0.0002107188,0.00001332096,0.000008412918,0.004749947],"genre_scores_gemma":[0.9981341,0.0001953907,0.0006075075,0.0000549726,0.00008575472,0.000005348523,0.0000446076,0.000008476041,0.0008638576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03901531,"threshold_uncertainty_score":0.3266101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009059645356893496,"score_gpt":0.2764041883059974,"score_spread":0.2673445429491039,"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."}}