{"id":"W2119121320","doi":"10.1093/cid/ciu834","title":"Significant Reduction in HIV Virologic Failure During a 15-Year Period in a Setting With Free Healthcare Access","year":2014,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Logistic regression; Internal medicine; Human immunodeficiency virus (HIV); Antiretroviral therapy; Reverse-transcriptase inhibitor; Integrase; Viral load; Pediatrics; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097997,0.0002026843,0.0002273614,0.0006521235,0.0003820181,0.0007349569,0.0004444246,0.0003950738,0.001692428],"category_scores_gemma":[0.00417106,0.0001184692,0.0006240434,0.000680247,0.0002404759,0.0006840008,0.0006148267,0.0004407144,0.0001513516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001188937,"about_ca_system_score_gemma":0.001083087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02411741,"about_ca_topic_score_gemma":0.02333538,"domain_scores_codex":[0.9990865,0.0002825074,0.00006635765,0.0001792236,0.0001111263,0.0002743441],"domain_scores_gemma":[0.9965129,0.000389692,0.002164792,0.00009249696,0.0002551571,0.0005848921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009171127,0.00004239058,0.9973136,0.00001120456,0.00005608705,0.00005540175,0.00006308419,0.0001186522,0.00006772317,0.00002165923,0.0001918689,0.00196652],"study_design_scores_gemma":[0.000003452215,0.00007311669,0.9993944,0.000004870048,0.00001080318,0.0000721451,0.00008020928,0.0002076267,0.000011771,0.00001128115,0.0001284147,0.000001905889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985666,0.0002984437,0.000108075,0.0001768372,0.000008319113,0.000007901619,0.0004605107,0.00001078096,0.0003626304],"genre_scores_gemma":[0.9995782,0.00004223383,0.0000533794,0.00002734928,0.000007694859,0.000003412079,0.000232234,8.299874e-7,0.00005453614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02411741,"threshold_uncertainty_score":0.04795408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01891365147580948,"score_gpt":0.3255447731348672,"score_spread":0.3066311216590578,"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."}}