{"id":"W2043256741","doi":"10.1097/qad.0000000000000203","title":"HIV drug resistance detected during low-level viraemia is associated with subsequent virologic failure","year":2014,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research","keywords":"Hazard ratio; Proportional hazards model; Drug resistance; Internal medicine; Viral load; Human immunodeficiency virus (HIV); Survival analysis; Medicine; Immunology; Virology; Oncology; Biology; Confidence interval; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001447073,0.0002350876,0.000291264,0.0003242281,0.0002558644,0.0005731247,0.000315084,0.0003640838,0.002940082],"category_scores_gemma":[0.006034349,0.0001633684,0.0005264738,0.0003091623,0.0003751502,0.0002733211,0.0004080126,0.0007588472,0.0002639873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001893782,"about_ca_system_score_gemma":0.000232203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008229253,"about_ca_topic_score_gemma":0.0007187455,"domain_scores_codex":[0.9992593,0.0002770502,0.00006582464,0.0001248004,0.0001402866,0.0001325916],"domain_scores_gemma":[0.9916493,0.003391465,0.003203701,0.0004957886,0.0003679077,0.0008918648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004831535,0.00002630732,0.9952065,0.00001628446,0.00004913299,0.00006860721,0.00003013205,0.000155841,0.0005163417,0.00002055284,0.00007370953,0.003353398],"study_design_scores_gemma":[0.00001090665,0.0002667267,0.9979955,0.000008998093,0.00003984418,0.0005278182,0.00004302418,0.0007159055,0.0002242483,0.00007867959,0.00008364415,0.000004809722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991955,0.0002415281,0.0001642922,0.00003743546,0.000003978876,0.000003422288,0.00005393494,0.000006414924,0.0002935429],"genre_scores_gemma":[0.9998389,0.00002775891,0.00004181125,0.000009072264,0.000005027526,0.000001155308,0.00003753005,0.000001348717,0.00003726253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002940082,"threshold_uncertainty_score":0.009835601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008666400610767164,"score_gpt":0.2074976561447787,"score_spread":0.1988312555340115,"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."}}