{"id":"W4416869862","doi":"10.1681/asn.20259a1wywzj","title":"Integrating eGFR and Kidney Replacement Therapy Criteria Within the Definition of Kidney Failure: A Population-Based Cohort Study","year":2025,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Ottawa; University of Calgary","funders":"","keywords":"Renal replacement therapy; Cohort study; Kidney; Nephrology; Kidney cancer; Kidney disease; Cohort","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":[0.004146021,0.0008146981,0.000725202,0.001271288,0.001671069,0.00225097,0.001527697,0.001346724,0.001642514],"category_scores_gemma":[0.004616592,0.001218792,0.001777962,0.003216215,0.0007139705,0.001310444,0.001571103,0.002662147,0.0006088658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002080623,"about_ca_system_score_gemma":0.003238451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1439229,"about_ca_topic_score_gemma":0.1518608,"domain_scores_codex":[0.9980561,0.0004455438,0.0001582873,0.0005217662,0.0003769757,0.0004414818],"domain_scores_gemma":[0.9964941,0.0004150181,0.0008032258,0.0008132507,0.0007105187,0.0007638289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002305348,0.0001497184,0.9979308,0.000009714887,0.0002619301,0.00007906772,0.0001905818,0.0000424664,0.00008118907,0.00004105557,0.0004534772,0.000529553],"study_design_scores_gemma":[0.0001363581,0.0002212587,0.9973749,0.00002661402,0.0002978659,0.0001991386,0.0005640428,0.0005597353,0.00002641948,0.00006500267,0.000506238,0.00002242808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964221,0.0002186075,0.0002439594,0.0001301181,0.00002485509,0.00009337247,0.002485258,0.000007365629,0.0003744111],"genre_scores_gemma":[0.9958979,0.0002061577,0.0004092482,0.0001734612,0.00003456318,0.0001130511,0.002801361,0.000008624742,0.0003556448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1439229,"threshold_uncertainty_score":0.2861704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01391961699337393,"score_gpt":0.2992600109569755,"score_spread":0.2853403939636016,"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."}}