{"id":"W4299806083","doi":"","title":"Factors associated with virologic failure in HIV patients on antiretroviral therapy.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Micropharma (Canada)","funders":"","keywords":"Medicine; Discontinuation; Internal medicine; Retrospective cohort study; Odds ratio; Confidence interval; Viral load; Antiretroviral therapy; Human immunodeficiency virus (HIV); 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":[0.0003257295,0.0002192244,0.000243794,0.0005600162,0.0003743533,0.0004566579,0.0001877464,0.0003078017,0.001493698],"category_scores_gemma":[0.002096012,0.0001170001,0.0002238296,0.0005284796,0.0001784711,0.000185782,0.0002111506,0.0003980713,0.0001040683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003583746,"about_ca_system_score_gemma":0.0005128095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0127333,"about_ca_topic_score_gemma":0.0151024,"domain_scores_codex":[0.9997283,0.00006013016,0.00003518249,0.00003264528,0.00006368358,0.00008009464],"domain_scores_gemma":[0.9983839,0.0002531345,0.0009208218,0.00003108162,0.0001041297,0.0003069759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000285622,0.00001362335,0.9992738,0.000008471513,0.000008698277,0.00003702284,0.00001822692,0.0000121692,0.00004714741,0.000002678117,0.00004489468,0.0005046507],"study_design_scores_gemma":[0.000002233656,0.00004023326,0.999424,0.00001052568,0.00000769812,0.0002041517,0.0001246632,0.00006444124,0.00001965326,0.000004336346,0.00009669064,0.000001392851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981881,0.0009046263,0.00003935724,0.00008106446,0.0000067742,0.00001031796,0.0003669955,0.000002454328,0.0004002927],"genre_scores_gemma":[0.9995906,0.0001248279,0.00003218194,0.00001815826,0.000006216588,0.000003967428,0.0001631493,6.467537e-7,0.00006025103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0127333,"threshold_uncertainty_score":0.02531832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03031007181687951,"score_gpt":0.2092327508181027,"score_spread":0.1789226790012232,"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."}}