{"id":"W3012328912","doi":"10.1182/blood.2019003807","title":"Clinicopathologic predictors of renal outcomes in light chain cast nephropathy: a multicenter retrospective study","year":2020,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; University of Alberta; Hôpital du Sacré-Cœur de Montréal; Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"Clinical Science Research and Development; National Institutes of Health; University of Alberta; National Institute of Diabetes and Digestive and Kidney Diseases; Brigham and Women's Hospital; U.S. Department of Veterans Affairs","keywords":"Medicine; Renal function; Nephropathy; Acute kidney injury; Kidney disease; Renal biopsy; Biopsy; Urology; Retrospective cohort study; Internal medicine; Gastroenterology; Pathology; Diabetes mellitus; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009394945,0.0002890062,0.0005269324,0.0008727156,0.0005175166,0.0006053725,0.0003899688,0.0004293349,0.0008972325],"category_scores_gemma":[0.002284553,0.0003847793,0.0003249392,0.001238739,0.0003713798,0.0005132219,0.0004907325,0.0003690798,0.0001911816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003845338,"about_ca_system_score_gemma":0.0004415011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002803609,"about_ca_topic_score_gemma":0.002687011,"domain_scores_codex":[0.9993345,0.0001898035,0.00007529413,0.0001919105,0.0001023111,0.0001061601],"domain_scores_gemma":[0.9980193,0.000337825,0.0007715151,0.0001977471,0.0002291244,0.0004443649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004042994,0.00001244009,0.9994625,0.000002008443,0.00001313392,0.000124186,0.00002798426,0.00001197041,0.00006597719,0.000003305441,0.00002417975,0.0002119034],"study_design_scores_gemma":[0.000009405239,0.00009419956,0.998618,0.000003634434,0.00002163907,0.0007972122,0.0001536582,0.0001162181,0.00003865267,0.00001006716,0.0001336802,0.000003619989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999604,0.000118317,0.00003474697,0.00001029003,0.000001794567,0.000006306921,0.00009852708,0.000001617919,0.0001243925],"genre_scores_gemma":[0.9996731,0.00005081449,0.00003701405,0.0000129944,0.000007734128,0.000007449622,0.0001835549,0.000001516084,0.00002572041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002803609,"threshold_uncertainty_score":0.005574584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03210375566085368,"score_gpt":0.3161329453192187,"score_spread":0.284029189658365,"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."}}