{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009026021,0.0001245404,0.0002204665,0.0001033135,0.0002082167,0.0001191355,0.0001879062,0.00004472591,0.0008774575],"category_scores_gemma":[0.0001799261,0.00007465396,0.0003030685,0.0001814988,0.00005128553,0.0001878215,0.000121486,0.0001387351,0.0003364251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002218969,"about_ca_system_score_gemma":0.0001809759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00353485,"about_ca_topic_score_gemma":0.0004626986,"domain_scores_codex":[0.9989753,0.00008117966,0.0002316392,0.0001836329,0.0002675884,0.0002606902],"domain_scores_gemma":[0.9990451,0.0001050184,0.0001079602,0.0004020692,0.0001559143,0.0001839482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000820594,0.0003624061,0.9538364,0.00008816745,0.000346752,0.000004561225,0.0002279421,0.001593098,0.0002358355,0.004300915,0.03079448,0.007388889],"study_design_scores_gemma":[0.006018503,0.01610704,0.9605719,0.0009740061,0.0001915249,0.00003881148,0.004646738,0.00558398,0.0004490769,0.003466268,0.001634037,0.0003180725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9294982,0.0001478373,0.00001169206,0.0004356392,0.00006009953,0.001094235,0.0001380371,0.00003253822,0.06858172],"genre_scores_gemma":[0.9863834,0.00001783698,0.000004313434,0.00003749082,0.00004064806,0.00005770158,0.0002035412,0.00002183441,0.01323326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05688517,"threshold_uncertainty_score":0.9607545,"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."}}