{"id":"W4409366691","doi":"10.21272/eumj.2025;13(1):64-69","title":"COGNITIVE IMPAIRMENT CAUSED BY HYPERBILIRUBINEMIA IN ADULT PATIENTS WITH MECHANICAL JAUNDICE SECONDARY TO CHOLEDOCHOLITHIASIS","year":2025,"lang":"en","type":"article","venue":"Eastern Ukrainian Medical Journal","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive impairment; Jaundice; Medicine; Cognition; Internal medicine; Pediatrics; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0006124818,0.0002750294,0.0004891591,0.0001966963,0.0001038899,0.00003679867,0.0002295559,0.000286385,0.0008962484],"category_scores_gemma":[0.0009372271,0.0001990416,0.00009334019,0.0004046471,0.0001179626,0.0000720265,0.0001013885,0.001686642,0.00006621808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002749321,"about_ca_system_score_gemma":0.001349392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003819191,"about_ca_topic_score_gemma":0.00004393031,"domain_scores_codex":[0.9967899,0.0001144119,0.0007102948,0.0004368989,0.001274828,0.0006736782],"domain_scores_gemma":[0.9972047,0.0001403806,0.0001217612,0.0001948657,0.0003622486,0.001976077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01431695,0.004537831,0.4206156,0.001429207,0.0004845704,0.003518238,0.004251982,2.761319e-7,0.0006047854,0.00001236959,0.007862792,0.5423654],"study_design_scores_gemma":[0.09600113,0.005789427,0.8456847,0.02041085,0.0003714147,0.001465805,0.002781957,0.0001939316,0.00493776,0.00005232165,0.02119235,0.001118356],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847844,0.0001646757,0.0002022651,0.01206341,0.0002713636,0.0005518235,0.00006303904,0.00002702605,0.001871961],"genre_scores_gemma":[0.9674852,0.00003002747,0.0002052345,0.03113974,0.000259109,0.00003126933,0.00006745474,0.00002366902,0.0007582482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5412471,"threshold_uncertainty_score":0.9813291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005864359075831115,"score_gpt":0.2809439589753732,"score_spread":0.2750795998995421,"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."}}