{"id":"W4380626171","doi":"10.1093/ndt/gfad063c_6352","title":"#6352 CLINICAL AND MOLECULAR SPECTRUM OF V-LESION","year":2023,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Lesion; Biopsy; Etiology; Pathology; Internal medicine; Gastroenterology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000300578,0.0002229342,0.0002624172,0.0007075122,0.0003099709,0.0004404814,0.0002252303,0.0002825279,0.0072858],"category_scores_gemma":[0.0004994281,0.00007567876,0.0001039192,0.0005063665,0.0003391567,0.0001986653,0.0002433419,0.0001836634,0.001104772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001377232,"about_ca_system_score_gemma":0.0001588165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005321851,"about_ca_topic_score_gemma":0.0005230742,"domain_scores_codex":[0.9997765,0.0000275848,0.00002838644,0.00008060272,0.00004552421,0.00004139737],"domain_scores_gemma":[0.999558,0.00008421512,0.0001298224,0.00003354965,0.00005873475,0.0001356169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006990712,0.000110419,0.9355657,0.0001039065,0.00004951948,0.008530941,0.0001119997,0.0001247735,0.03396299,0.0003481047,0.001080806,0.01931174],"study_design_scores_gemma":[0.00003037224,0.0006795213,0.9247993,0.00005383975,0.00003992401,0.06402548,0.0003209302,0.0005067652,0.006555419,0.0003251265,0.002652702,0.00001067678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917725,0.0008603641,0.0006710942,0.00009070583,0.00001589612,0.00003871942,0.0007397092,0.0000300328,0.005781068],"genre_scores_gemma":[0.9972388,0.0001721325,0.0004181558,0.00004830358,0.00002659408,0.00001192204,0.0008007617,0.000009034832,0.001274235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0072858,"threshold_uncertainty_score":0.02437341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03677049735655986,"score_gpt":0.3624283732036995,"score_spread":0.3256578758471396,"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."}}