{"id":"W4401550758","doi":"10.1111/jvh.13995","title":"Mixed‐Genotype <scp>HCV</scp> Direct Acting Antiviral Outcomes: A <scp>CANUHC</scp> Analysis","year":2024,"lang":"en","type":"article","venue":"Journal of Viral Hepatitis","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto; Dalhousie University; McMaster University; Ottawa Hospital; Vancouver Infectious Diseases Centre; Université Laval; University of Saskatchewan; William Osler Health System; University of Victoria; University of Calgary","funders":"Public Health Agency; Public Health Agency of Canada; Gilead Sciences","keywords":"Genotype; Hepatitis C virus; Medicine; Cohort; Hepatitis C; Virology; Hepacivirus; Antiviral therapy; Internal medicine; Immunology; Virus; Chronic hepatitis; Biology; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001970883,0.0005572518,0.001822571,0.0023353,0.0002446327,0.0004207832,0.0005246341,0.0003456552,0.0001926917],"category_scores_gemma":[0.005368404,0.0004494289,0.001610452,0.0028792,0.0001997336,0.0009179364,0.0002110577,0.001762631,0.0005051077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006915864,"about_ca_system_score_gemma":0.0008333254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001593173,"about_ca_topic_score_gemma":0.001472779,"domain_scores_codex":[0.9939162,0.0004706749,0.001628318,0.0006191573,0.002214123,0.0011515],"domain_scores_gemma":[0.9952142,0.002163964,0.0005753877,0.0006142346,0.0007260947,0.0007061035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002254521,0.0002630602,0.8279977,0.0003608041,0.005405569,0.006025024,0.001556612,0.00004425985,0.002548242,0.0001004632,0.03836125,0.1173145],"study_design_scores_gemma":[0.002598922,0.002979215,0.4977735,0.001443776,0.005618696,0.0002548151,0.0008106632,0.01053812,0.01194709,0.0003636462,0.4654103,0.0002611974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.939248,0.003363586,0.001223238,0.0006199808,0.001535592,0.0004005527,0.0001668634,0.0001700413,0.05327215],"genre_scores_gemma":[0.9841787,0.002997395,0.002374528,0.0004846769,0.001128938,0.00001595794,0.00004345642,0.0001341316,0.008642272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4270491,"threshold_uncertainty_score":0.9997957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03353887622847949,"score_gpt":0.3325606665936793,"score_spread":0.2990217903651998,"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."}}