{"id":"W4393114568","doi":"10.35493/medu.44.20","title":"Chronic Kidney Disease","year":2023,"lang":"en","type":"article","venue":"The Meducator","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kidney disease; Medicine; Disease; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001148409,0.000569928,0.001110118,0.001300803,0.001737612,0.001909111,0.001182123,0.001105592,0.1003819],"category_scores_gemma":[0.008102245,0.0001525963,0.0009501495,0.002380435,0.0003504455,0.001313268,0.001758207,0.001907143,0.0216831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001805459,"about_ca_system_score_gemma":0.005713522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01202567,"about_ca_topic_score_gemma":0.01450097,"domain_scores_codex":[0.9970591,0.0004237951,0.0003500697,0.0004804504,0.001282474,0.0004041903],"domain_scores_gemma":[0.9959542,0.0004619932,0.000488058,0.0002827097,0.002210791,0.000602308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002962603,0.0003699267,0.05811365,0.002745706,0.0003881338,0.0005244323,0.0002300236,0.0002650859,0.0003394145,0.00880997,0.5655803,0.362337],"study_design_scores_gemma":[0.0001002319,0.0001408418,0.05044656,0.003043509,0.0001985001,0.00166689,0.0002313118,0.0002391513,0.0001312457,0.005507708,0.9382384,0.00005560362],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02743575,0.1009944,0.007620361,0.02962061,0.00771021,0.002788873,0.09300125,0.001334035,0.7294947],"genre_scores_gemma":[0.3274572,0.1342573,0.0139473,0.0434592,0.00768258,0.005140714,0.1671233,0.0005195076,0.3004129],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1003819,"threshold_uncertainty_score":0.3358108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01706927665263847,"score_gpt":0.296826526332401,"score_spread":0.2797572496797626,"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."}}