{"id":"W7097273403","doi":"","title":"Antiretroviral Concentrations in Untimed Plasma Samples Predict Therapy Outcome in a Population with Advanced Disease","year":2003,"lang":"en","type":"article","venue":"","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antiretroviral therapy; Population; Drug; Sida; Human immunodeficiency virus (HIV); Antiretroviral drug; Disease; Retrospective cohort study","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":[0.0005935127,0.0002884139,0.0003008704,0.0005195945,0.00051403,0.0007047984,0.0002566573,0.000477367,0.0007312852],"category_scores_gemma":[0.0025298,0.0002305171,0.0001487799,0.0005799952,0.000470175,0.0003956053,0.0003547365,0.000897983,0.000181706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000438975,"about_ca_system_score_gemma":0.0004165854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008012403,"about_ca_topic_score_gemma":0.01003518,"domain_scores_codex":[0.9995579,0.000119369,0.00003224143,0.00008589609,0.0001048015,0.00009963038],"domain_scores_gemma":[0.9984804,0.0004184274,0.0005744366,0.00009443491,0.000179059,0.0002533019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001625918,0.00004173354,0.9984452,0.000002494767,0.00001158945,0.00003685868,0.00004605819,0.00003255703,0.0002224249,0.000006577011,0.00003096565,0.0009610165],"study_design_scores_gemma":[0.000009432827,0.000221343,0.9989964,0.000002192218,0.0000111593,0.000196707,0.0000876886,0.0002705622,0.0000731899,0.00001766459,0.0001109115,0.000002884539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996209,0.00008513984,0.00004800136,0.00002097034,0.00000275532,0.00000378823,0.0000679119,0.000001121992,0.0001493195],"genre_scores_gemma":[0.9996165,0.00004289557,0.0000534281,0.00001974566,0.000009098906,0.000004051946,0.0001474927,9.056084e-7,0.0001059594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008012403,"threshold_uncertainty_score":0.01593155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02084368901960665,"score_gpt":0.2769018275647595,"score_spread":0.2560581385451529,"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."}}