{"id":"W4413786052","doi":"10.34067/kid.0000000937","title":"Clinical Inertia in Urgent Dialysis Initiation","year":2025,"lang":"en","type":"article","venue":"Kidney360","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intensive care medicine; Dialysis; Medicine; Inertia; Internal medicine; Physics","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":[0.001982721,0.0002421615,0.0004452063,0.001277829,0.001538518,0.002597677,0.0006311797,0.001442491,0.0106324],"category_scores_gemma":[0.02707559,0.0002763349,0.000576406,0.001213346,0.001093564,0.001834947,0.002025137,0.003560249,0.0005246136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001917872,"about_ca_system_score_gemma":0.002609937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003375406,"about_ca_topic_score_gemma":0.003527577,"domain_scores_codex":[0.9974151,0.0008713137,0.000427445,0.000322147,0.000513468,0.0004506306],"domain_scores_gemma":[0.9756353,0.008547999,0.009068475,0.000369091,0.001485369,0.004893732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004197915,0.0003472954,0.7974107,0.001168435,0.0001381771,0.005267981,0.003717228,0.0003154002,0.0002548331,0.006731396,0.05103038,0.1331983],"study_design_scores_gemma":[0.0001802258,0.0004466615,0.8394888,0.006198744,0.0002210866,0.03928175,0.009614148,0.002356879,0.0003623958,0.0193863,0.08222776,0.0002352472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.672963,0.07489318,0.004261817,0.1458374,0.004116032,0.0004540484,0.00139024,0.0002261634,0.09585813],"genre_scores_gemma":[0.9777049,0.008524488,0.001099871,0.008083784,0.003027882,0.00007506881,0.0004802954,0.00003334998,0.0009702877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0106324,"threshold_uncertainty_score":0.03556889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02342711079357606,"score_gpt":0.3442514146523452,"score_spread":0.3208243038587691,"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."}}