{"id":"W4380447994","doi":"10.1093/ndt/gfad063c_2996","title":"#2996 EARLY DECLINES IN KIDNEY FUNCTION AND ADVERSE OUTCOMES IN YOUNG ADULTS","year":2023,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Manitoba; Institute for Clinical Evaluative Sciences; Ottawa Hospital","funders":"","keywords":"Medicine; Incidence (geometry); Adverse effect; Renal function; Internal medicine; Kidney disease; Young adult; Proportional hazards model","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000476572,0.0002028761,0.0004243183,0.0007769399,0.0004830631,0.0007969957,0.0004879708,0.0006077336,0.01209183],"category_scores_gemma":[0.002715724,0.0001643756,0.0004492962,0.001868038,0.0002758897,0.0005683841,0.0005252801,0.0004660138,0.002276927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001093207,"about_ca_system_score_gemma":0.002046692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1865389,"about_ca_topic_score_gemma":0.222342,"domain_scores_codex":[0.999589,0.00005741086,0.00006074295,0.00007834647,0.0001251535,0.00008930645],"domain_scores_gemma":[0.997692,0.000313559,0.001053463,0.00009069449,0.0004304142,0.0004198913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006320105,0.00001323563,0.9894285,0.00006720675,0.00004088568,0.0000625988,0.00003091957,0.00005570239,0.0000516043,0.00005509823,0.004812283,0.005318754],"study_design_scores_gemma":[0.00001341703,0.00003264425,0.9946252,0.00006318869,0.00002549302,0.000114732,0.00004948479,0.0001733922,0.00002419531,0.0000829066,0.004791791,0.000003667004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.775813,0.007250064,0.0009178983,0.00641475,0.0003441852,0.0001521879,0.1846183,0.000122059,0.02436758],"genre_scores_gemma":[0.9355996,0.004004359,0.0007448983,0.001096513,0.0004276435,0.0001499374,0.04816424,0.00002735445,0.009785549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1865389,"threshold_uncertainty_score":0.3709063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009617200512717153,"score_gpt":0.2612574920584339,"score_spread":0.2516402915457168,"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."}}