{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003124645,0.0003259379,0.0004380781,0.001102024,0.0003326788,0.0010558,0.0006812048,0.0007346278,0.001296043],"category_scores_gemma":[0.01185793,0.0002382351,0.0008848395,0.001285104,0.0002871896,0.0004918475,0.0004996355,0.0008036202,0.0002271607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008191461,"about_ca_system_score_gemma":0.00070207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01943817,"about_ca_topic_score_gemma":0.01204778,"domain_scores_codex":[0.9981655,0.0005455552,0.000134418,0.0004938269,0.0003510839,0.0003094392],"domain_scores_gemma":[0.9892413,0.003302066,0.004631303,0.0006164411,0.001229614,0.0009791937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006550979,0.00002432024,0.995702,0.00001202193,0.0002412131,0.00005586052,0.00005845201,0.0004738791,0.0000915148,0.0000382663,0.0001085883,0.002538808],"study_design_scores_gemma":[0.000007136074,0.00007268896,0.9989513,0.000006233253,0.00004525786,0.00009676036,0.00003534589,0.0006105456,0.00003246864,0.00003109692,0.0001066044,0.00000453292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971135,0.0008748811,0.0002295918,0.0001410647,0.00001020702,0.00001196887,0.0008384897,0.000009368205,0.0007709],"genre_scores_gemma":[0.999176,0.0001297872,0.00008285994,0.00001843065,0.000009696703,0.000006561231,0.0004435296,0.000002464214,0.0001307883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01943817,"threshold_uncertainty_score":0.0386501,"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."}}