{"id":"W4380625929","doi":"10.1093/ndt/gfad063c_4486","title":"#4486 VALIDATION OF A CKD PROGRESSION RISK PREDICTION MODEL IN THE FIDELITY TRIAL POPULATION","year":2023,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Orthopaedic Innovation Centre","funders":"","keywords":"Medicine; Kidney disease; Renal function; Population; Albuminuria; Internal medicine; Receiver operating characteristic; Creatinine; Area under the curve; Urology","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":[0.04244445,0.00112076,0.001496358,0.0006150251,0.000447859,0.001620408,0.00176259,0.001495441,0.00622238],"category_scores_gemma":[0.06877132,0.0004336346,0.002864334,0.000441401,0.000519572,0.0009339885,0.001982466,0.001639722,0.001273989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000756092,"about_ca_system_score_gemma":0.001346129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002204232,"about_ca_topic_score_gemma":0.001469507,"domain_scores_codex":[0.9827538,0.01342692,0.000781991,0.001677696,0.001010931,0.0003487834],"domain_scores_gemma":[0.9741986,0.01712776,0.003160368,0.003327294,0.001620811,0.0005652705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.1193827,0.006996911,0.5344053,0.002008234,0.0159166,0.0005343331,0.000606305,0.1313074,0.0027409,0.004541101,0.03285861,0.1487015],"study_design_scores_gemma":[0.04248781,0.03977487,0.2109829,0.0007793827,0.009043037,0.001141177,0.0002940923,0.6552702,0.0042411,0.009769503,0.02584253,0.0003733892],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8780241,0.00165311,0.0729289,0.00200219,0.0003067653,0.007902622,0.02903263,0.0008895433,0.007260093],"genre_scores_gemma":[0.9601561,0.0001928652,0.02008412,0.0006035391,0.0001848681,0.004609639,0.01272147,0.0000891915,0.00135824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04244445,"threshold_uncertainty_score":0.2244704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0312227233264877,"score_gpt":0.3130282500888695,"score_spread":0.2818055267623818,"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."}}