{"id":"W2941950724","doi":"10.1093/ofid/ofz203","title":"The Impact of “Churn” on Plasma HIV Burden Within a Population Under Care","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hip and Knee Clinic; University of Calgary","funders":"","keywords":"Medicine; Population; Viral load; Human immunodeficiency virus (HIV); Antiretroviral therapy; Pediatrics; Internal medicine; Family medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002515503,0.0002341747,0.0002564662,0.0006947884,0.001026661,0.001408577,0.0007978064,0.0004208592,0.0023895],"category_scores_gemma":[0.01452829,0.0002261194,0.0005441788,0.001090898,0.001084605,0.001080673,0.002059701,0.001051366,0.0001693487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003492016,"about_ca_system_score_gemma":0.003501413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1243857,"about_ca_topic_score_gemma":0.1569321,"domain_scores_codex":[0.9969688,0.001177465,0.0001753503,0.0002771862,0.0006225432,0.0007786842],"domain_scores_gemma":[0.9863512,0.002852995,0.007067752,0.0005312353,0.00142584,0.001771098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004572566,0.00002038162,0.9957021,0.00001106212,0.00005887176,0.00003314857,0.0002182596,0.0001936674,0.00003048869,0.00007649207,0.0002227504,0.003386933],"study_design_scores_gemma":[0.000001279655,0.00004970094,0.9988658,0.00001666539,0.00001943659,0.00004815591,0.0003928276,0.0003682422,0.0000187755,0.00005885265,0.0001574797,0.000002676672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969593,0.000454635,0.0001956043,0.0008156082,0.00001365082,0.0000161343,0.0004063528,0.000007860972,0.001130885],"genre_scores_gemma":[0.999392,0.0001052795,0.0001111611,0.0001022479,0.0000172739,0.000007992607,0.000181063,0.000002168971,0.0000808334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1243857,"threshold_uncertainty_score":0.2473233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01290171170622578,"score_gpt":0.3480020585415755,"score_spread":0.3351003468353497,"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."}}