{"id":"W4392112769","doi":"10.15173/m.v1i44.3620","title":"Chronic Kidney Disease","year":2024,"lang":"en","type":"article","venue":"The Meducator","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kidney disease; Disease; Medicine; Peer review; Intensive care medicine; Biology; 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":[0.001151793,0.0005696999,0.001109123,0.001305451,0.001740142,0.00191301,0.001182355,0.001106677,0.1005939],"category_scores_gemma":[0.008118763,0.0001527364,0.0009508794,0.002388011,0.0003504296,0.00131269,0.001754433,0.001902294,0.02166186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001813792,"about_ca_system_score_gemma":0.005727082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01206695,"about_ca_topic_score_gemma":0.01455581,"domain_scores_codex":[0.99706,0.0004249742,0.0003503701,0.0004802058,0.001279517,0.0004049113],"domain_scores_gemma":[0.9959549,0.0004631935,0.0004881068,0.0002824328,0.002209528,0.0006019541],"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":[0.0002991571,0.0003715292,0.05842961,0.00274485,0.0003886225,0.0005265193,0.0002311779,0.0002665063,0.0003395006,0.008849197,0.5649447,0.3626086],"study_design_scores_gemma":[0.000101072,0.0001416267,0.05061816,0.003046164,0.0001990541,0.00167515,0.0002328679,0.0002396116,0.0001313788,0.005541935,0.9380171,0.00005579116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02756216,0.1007151,0.00763487,0.02957068,0.007671747,0.002790496,0.09345372,0.001333994,0.7292672],"genre_scores_gemma":[0.3285107,0.1334249,0.01394548,0.04335761,0.007645671,0.005152391,0.1672189,0.0005200295,0.3002243],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1005939,"threshold_uncertainty_score":0.3365201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01202821051971918,"score_gpt":0.2924109622845484,"score_spread":0.2803827517648292,"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."}}