{"id":"W4406434661","doi":"10.1016/j.xkme.2025.100965","title":"Spot Versus 24-Hour Urine Osmolality Measurement in Autosomal Dominant Polycystic Kidney Disease: A Diagnostic Test Study","year":2025,"lang":"en","type":"article","venue":"Kidney Medicine","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Urine osmolality; Medicine; Urine; Autosomal dominant polycystic kidney disease; Internal medicine; Plasma osmolality; Test (biology); Endocrinology; Disease; Biology; Vasopressin","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":[0.009002314,0.0004947654,0.0006812247,0.001931918,0.0004861891,0.001360566,0.001186328,0.0008459335,0.0009776582],"category_scores_gemma":[0.02872163,0.0003367397,0.0008618277,0.002003395,0.001207497,0.001307998,0.0009304415,0.0005880996,0.0002746971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005909808,"about_ca_system_score_gemma":0.0005903899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001338034,"about_ca_topic_score_gemma":0.001517938,"domain_scores_codex":[0.9925465,0.003415026,0.000793184,0.0009988358,0.001890017,0.0003563568],"domain_scores_gemma":[0.9691926,0.01644343,0.008779385,0.001237349,0.002840759,0.001506578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001404439,0.00004983051,0.9962925,0.00004933604,0.000101983,0.00008027328,0.0001198334,0.00003223513,0.0001966841,0.0000460303,0.0000403177,0.001586461],"study_design_scores_gemma":[0.0001131677,0.003023879,0.9915397,0.00006595811,0.0002518878,0.00177382,0.0005759668,0.001493976,0.0005973672,0.0001378077,0.000403306,0.00002319308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975727,0.0011416,0.0003682041,0.00005574537,0.00003016103,0.00004612656,0.0001996499,0.000004382656,0.0005814116],"genre_scores_gemma":[0.9991817,0.0001214376,0.0003839675,0.00003866217,0.00002910653,0.00002636833,0.0001676992,0.00000209922,0.00004893518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009002314,"threshold_uncertainty_score":0.04760933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01818965473607477,"score_gpt":0.282029916667911,"score_spread":0.2638402619318362,"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."}}