{"id":"W6997558738","doi":"","title":"24-годинний метаболічний профіль сечі: техніка та процедура збору, референтні значення","year":2025,"lang":"en","type":"article","venue":"Scientific periodicals of Ukraine","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urinalysis; Kidney stones; Urine; Uric acid; Urine collection device; Urine sample; Kidney; Gold standard (test)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001077675,0.0004640489,0.001040097,0.000727176,0.0006139856,0.000209296,0.0005333954,0.000283398,0.001682924],"category_scores_gemma":[0.001074278,0.0003742485,0.0005155176,0.001640302,0.001620058,0.0001763114,0.0003106043,0.0003367898,0.0002976923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001519809,"about_ca_system_score_gemma":0.001045739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001323532,"about_ca_topic_score_gemma":0.0000165436,"domain_scores_codex":[0.9957398,0.0001077914,0.001029396,0.001124967,0.001119122,0.0008789147],"domain_scores_gemma":[0.9969374,0.0001330995,0.0002647728,0.001522019,0.0004881035,0.0006546153],"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":[0.001652216,0.006939041,0.1079865,0.001860099,0.001749987,0.0004284829,0.004637342,0.00001523991,0.2391577,0.008927922,0.5667585,0.05988701],"study_design_scores_gemma":[0.005681445,0.0004908539,0.0863716,0.0007225276,0.0005497074,0.00008220072,0.0004233656,0.0003607649,0.02369648,0.0008434849,0.8803076,0.0004699944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9358376,0.004377982,0.0002078482,0.01889442,0.003305967,0.001102365,0.0003154162,0.0002714629,0.03568691],"genre_scores_gemma":[0.9223949,0.0001469296,0.001989091,0.002859974,0.0001741612,0.00006802382,0.0002659681,0.00004471111,0.0720562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3135491,"threshold_uncertainty_score":0.999871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01444643603657091,"score_gpt":0.3129416985872551,"score_spread":0.2984952625506841,"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."}}