{"id":"W1821393218","doi":"10.1111/j.1365-2796.2010.02307.x","title":"Early dialysis initiation and renal function trajectory","year":2010,"lang":"en","type":"letter","venue":"Journal of Internal Medicine","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Renal function; Dialysis; Trajectory; Urology; Internal medicine; Intensive care medicine","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":[0.001672331,0.0002407872,0.0006020778,0.001464249,0.0007925972,0.002092985,0.0008674866,0.001050819,0.00464338],"category_scores_gemma":[0.007236445,0.000241256,0.0005899393,0.00304343,0.0004634594,0.001898995,0.001952451,0.002287512,0.0007612167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001921586,"about_ca_system_score_gemma":0.001672671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02475867,"about_ca_topic_score_gemma":0.01375712,"domain_scores_codex":[0.9990357,0.0001958645,0.0001129838,0.0002427354,0.0001556361,0.000257041],"domain_scores_gemma":[0.992689,0.0009248364,0.003239249,0.0003050866,0.0009504834,0.001891302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000404782,0.0001553482,0.98577,0.00007279821,0.000145171,0.0001311364,0.0003923502,0.0005949705,0.0001765965,0.0007993547,0.0008079446,0.0105495],"study_design_scores_gemma":[0.00001424053,0.0001435546,0.9947605,0.0001097827,0.0000613986,0.0003276155,0.0003219362,0.000757911,0.00013317,0.0008636683,0.002486361,0.00001988625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9779524,0.008933294,0.001014789,0.002681604,0.00006008394,0.00005609072,0.00461259,0.00007038983,0.004618793],"genre_scores_gemma":[0.9955134,0.001784705,0.0002684811,0.0002497346,0.00005002796,0.00001545167,0.001515885,0.00001619196,0.0005859782],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02475867,"threshold_uncertainty_score":0.04922909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01381622538229138,"score_gpt":0.2552710053488049,"score_spread":0.2414547799665135,"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."}}