{"id":"W4223956109","doi":"10.1097/txd.0000000000001318","title":"Economic Evaluation of Screening for Polyomavirus Infection in Kidney Transplant Recipients: A Cost-Utility Analysis","year":2022,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Kidney transplantation; Transplantation; Quality-adjusted life year; Dialysis; Cost-effectiveness analysis; Viremia; Cost effectiveness; Intensive care medicine; Internal medicine; Immunology; Virus; Risk analysis (engineering)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001065255,0.0001242098,0.0003422317,0.0006113877,0.000118176,0.000006416627,0.00004830204,0.00005792563,0.0006997015],"category_scores_gemma":[0.00003475215,0.0001276247,0.0002784977,0.0005440986,0.00002937825,0.00009953386,0.000003908566,0.0001198608,0.000001989818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002065803,"about_ca_system_score_gemma":0.0002483857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001994228,"about_ca_topic_score_gemma":0.0006866838,"domain_scores_codex":[0.9984661,0.0002491321,0.0004580553,0.0002856257,0.0003606755,0.0001803752],"domain_scores_gemma":[0.9994109,0.0001096204,0.0001441011,0.0001564028,0.00006425014,0.0001147615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005563924,0.0005558771,0.9199304,0.0002104193,0.001130654,0.000009789097,0.001346087,0.05372946,0.001673357,0.00004293608,0.00008199691,0.01572511],"study_design_scores_gemma":[0.006170956,0.0001852583,0.8775223,0.0001084839,0.007242649,0.00001349455,0.00004184911,0.1042893,0.004022778,0.00003900485,0.0002168474,0.0001470715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923945,0.000280141,0.002445584,0.00008046844,0.0001739028,0.001216336,0.00206729,0.00004577972,0.001295977],"genre_scores_gemma":[0.996755,0.0003183659,0.0001145854,0.00007453344,0.00002085439,0.00045068,0.002213072,0.0000138419,0.00003907117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05055981,"threshold_uncertainty_score":0.7661241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04528854262453012,"score_gpt":0.33589095053226,"score_spread":0.2906024079077299,"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."}}