{"id":"W4281563823","doi":"10.1016/j.ekir.2022.05.022","title":"International Physicians Delphi Survey: Managing Patients With IgA Nephropathy","year":2022,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"SRA International; Alnylam Pharmaceuticals; Pfizer","keywords":"Medicine; Nephropathy; Nephrology; Kidney disease; Delphi method; Focal segmental glomerulosclerosis; Intensive care medicine; Glomerulonephritis; Disease; Internal medicine; Glomerulosclerosis; Proteinuria; Kidney; 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":[0.01637162,0.0002615621,0.0003888228,0.001293199,0.001436753,0.00134988,0.0005323716,0.001255449,0.00328376],"category_scores_gemma":[0.03378042,0.0002531067,0.0007538096,0.001201227,0.0009089135,0.001533941,0.002808715,0.001485,0.0005922949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002247107,"about_ca_system_score_gemma":0.003414719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007497186,"about_ca_topic_score_gemma":0.00734583,"domain_scores_codex":[0.9885486,0.006341386,0.001555144,0.0005313095,0.001707613,0.001315984],"domain_scores_gemma":[0.9815934,0.007843324,0.003270217,0.0004175108,0.004479757,0.002395733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005136275,0.0006048896,0.75237,0.001809534,0.0002843647,0.0007657927,0.07934829,0.0005537613,0.0008621781,0.00195857,0.07497924,0.08594977],"study_design_scores_gemma":[0.0002006321,0.001061778,0.7249954,0.002712707,0.0001211534,0.002093769,0.1749119,0.002060848,0.0005510628,0.001862493,0.08924452,0.0001838],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9468384,0.002455168,0.001854108,0.02364857,0.000284944,0.001520497,0.002595629,0.00004500873,0.02075766],"genre_scores_gemma":[0.9811615,0.001999494,0.003043264,0.01038224,0.0001522471,0.001320859,0.001074738,0.00001922057,0.0008463598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01637162,"threshold_uncertainty_score":0.08658242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00820913144298316,"score_gpt":0.2469510375557254,"score_spread":0.2387419061127422,"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."}}