{"id":"W3033404945","doi":"10.1093/ndt/gfaa142.p0343","title":"P0343RISK PREDICTION MODELS FOR PREDICTING PROGRESSION OF IGA NEPHROLOGY:A VALIDATION STUDY","year":2020,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Akaike information criterion; Interquartile range; Proportional hazards model; Internal medicine; Cohort; Statistic; Nephropathy; Concordance; Statistics; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02643879,0.001841042,0.0009884579,0.001337658,0.0004373595,0.001200401,0.001674481,0.0008672749,0.001518656],"category_scores_gemma":[0.02581541,0.0004617619,0.002160978,0.0008621296,0.0005634479,0.0007995939,0.00116673,0.001502642,0.0006599076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008374929,"about_ca_system_score_gemma":0.002155611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008486018,"about_ca_topic_score_gemma":0.00364872,"domain_scores_codex":[0.9954105,0.003175094,0.0001849923,0.0005707023,0.0004561001,0.0002025998],"domain_scores_gemma":[0.9724643,0.0195038,0.001477218,0.003047323,0.002831663,0.0006757865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004783857,0.002212872,0.8185242,0.0001733658,0.002300326,0.0003521607,0.0002412913,0.1032235,0.001292106,0.0005195247,0.002674503,0.06370217],"study_design_scores_gemma":[0.0004403227,0.002751315,0.1762667,0.00008934521,0.0007466293,0.0003994952,0.0001510427,0.8152054,0.001503373,0.001092626,0.001289169,0.00006457888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799595,0.0005437009,0.01704762,0.0001370413,0.00004259431,0.0001806174,0.001167648,0.0002371546,0.000684128],"genre_scores_gemma":[0.9915606,0.0001449587,0.006377396,0.00003630675,0.00002113684,0.00008727097,0.001530382,0.00003370399,0.0002081833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02643879,"threshold_uncertainty_score":0.1398233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02493230039865405,"score_gpt":0.2918302599564701,"score_spread":0.266897959557816,"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."}}