{"id":"W4393277437","doi":"10.3324/haematol.2024.285031","title":"Non-myeloma light chain cast nephropathy: a multicenter retrospective study on clinicopathological characteristics","year":2024,"lang":"en","type":"letter","venue":"Haematologica","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Multiple myeloma; Medicine; Retrospective cohort study; Multicenter study; Nephropathy; Immunoglobulin light chain; Internal medicine; Oncology; Immunology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001393644,0.0002815698,0.0005659274,0.0007252379,0.000589399,0.0006176882,0.0005694613,0.001004609,0.002289981],"category_scores_gemma":[0.004499755,0.0004408426,0.0003345273,0.002485175,0.0003408523,0.0008158287,0.0004136717,0.000607248,0.0006070823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005137202,"about_ca_system_score_gemma":0.0005473035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004776768,"about_ca_topic_score_gemma":0.004917834,"domain_scores_codex":[0.9988501,0.0004339274,0.0001494666,0.0002199289,0.0001787249,0.0001678032],"domain_scores_gemma":[0.9960182,0.001210095,0.001380782,0.0005252687,0.0003857823,0.000479872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003145155,0.00004062375,0.9944259,0.00001135108,0.00004072394,0.002240509,0.00004898253,0.00002860976,0.0001468583,0.0000339542,0.001246468,0.001421437],"study_design_scores_gemma":[0.0001235686,0.0001885214,0.9857484,0.0000309788,0.00006929185,0.0112372,0.0003234018,0.0003973215,0.00009216459,0.0002283836,0.001543425,0.00001735299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993495,0.0007974288,0.0001669164,0.001081914,0.00004548482,0.00002891351,0.002685892,0.00001106489,0.001687285],"genre_scores_gemma":[0.9976366,0.0002068148,0.0001187041,0.0006255669,0.0001142887,0.00003562339,0.0009569361,0.000005041083,0.0003003825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004776768,"threshold_uncertainty_score":0.009497941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01985619613263293,"score_gpt":0.2939163035963683,"score_spread":0.2740601074637353,"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."}}