{"id":"W2054799814","doi":"10.1097/01.tp.0000181096.14257.c2","title":"Intravenous Immunoglobulin as a Treatment for BK Virus Associated Nephropathy","year":2006,"lang":"en","type":"article","venue":"Transplantation","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":196,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Concomitant; Dialysis; Urology; Renal function; Nephropathy; Kidney transplantation; BK virus; Transplantation; Surgery; Internal medicine; Endocrinology","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":[0.00004066437,0.0001281077,0.0001789738,0.00005839786,0.00009573164,0.00001382943,0.00002524151,0.0001068097,0.00006253437],"category_scores_gemma":[0.000006751461,0.0001019491,0.0001252069,0.00008698965,0.00002475753,0.00004251412,8.187611e-7,0.00004341435,0.00007128303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000123749,"about_ca_system_score_gemma":0.00009848391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002120307,"about_ca_topic_score_gemma":0.0001695066,"domain_scores_codex":[0.9993074,0.00002060061,0.0002043057,0.0001532395,0.0001172947,0.0001971909],"domain_scores_gemma":[0.9997057,0.00004702236,0.00005646384,0.00008715958,0.0000415955,0.00006208946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0295088,0.01372193,0.01697904,0.0008394188,0.002195464,0.002280563,0.005648708,0.0007818653,0.8027403,0.005655279,0.002277048,0.1173715],"study_design_scores_gemma":[0.05668517,0.008896073,0.448452,0.0007469896,0.007858653,0.0006704628,0.0002323846,0.001951033,0.4599063,0.004055129,0.009535416,0.001010328],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939451,0.001585714,0.0007595482,0.0001732739,0.0001033001,0.0006067831,0.0003269791,0.0001243015,0.002374989],"genre_scores_gemma":[0.9957151,0.0008975794,0.000186466,0.0001393882,0.0001079778,0.00007325346,0.001748899,0.00002095529,0.00111031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.431473,"threshold_uncertainty_score":0.4157364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01110397799440178,"score_gpt":0.2675351544992502,"score_spread":0.2564311765048484,"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."}}