{"id":"W4389511930","doi":"10.1093/ndt/gfad261","title":"Are patients with primary glomerular disease at increased risk of malignancy?","year":2023,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Health Services Authority; University of Ottawa; Ottawa Hospital; University of British Columbia","funders":"","keywords":"Medicine; Malignancy; Population; Cancer; Disease; Confounding; Intensive care medicine; Risk factor; Internal medicine; Absolute risk reduction; Observational study; Proteinuria; Renal function; Oncology; Environmental health; Kidney","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":[0.001630919,0.0001434645,0.001043058,0.001010099,0.0001470739,0.0008697971,0.000372174,0.000728963,0.001560555],"category_scores_gemma":[0.00802306,0.0001532368,0.0007229749,0.002315189,0.0005269131,0.0007875613,0.0002592279,0.0006055142,0.0001807392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003449168,"about_ca_system_score_gemma":0.0006868191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001818261,"about_ca_topic_score_gemma":0.002606033,"domain_scores_codex":[0.9988834,0.0003925149,0.0002117936,0.0001819755,0.0002645426,0.00006561753],"domain_scores_gemma":[0.9961861,0.002344164,0.001026823,0.00007390201,0.0002788799,0.00009012973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009137353,0.00007187376,0.4488074,0.02707458,0.002443053,0.00114729,0.000675321,0.0003413902,0.0004402717,0.002592771,0.006764877,0.5087276],"study_design_scores_gemma":[0.0001387562,0.0004199922,0.8923869,0.01663541,0.003812651,0.01315541,0.001357314,0.0003784898,0.0004390073,0.006363575,0.06483234,0.00008019499],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04271903,0.9473607,0.0008632803,0.005013296,0.0002492689,0.00002507097,0.0005969483,0.00001816952,0.00315423],"genre_scores_gemma":[0.3011912,0.6947367,0.0007963679,0.00166785,0.0008239897,0.00003224518,0.0005096151,0.000004903974,0.000237174],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001818261,"threshold_uncertainty_score":0.008625209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006089685104928131,"score_gpt":0.2161412568249004,"score_spread":0.2100515717199723,"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."}}