{"id":"W4392245103","doi":"10.14740/gr1687","title":"Primary Non-Function of Hepatic Allograft With Preexisting Microvesicular Steatosis/Foamy Degeneration and Mild Large-Droplet Macrovesicular Steatosis","year":2024,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Steatosis; Medicine; Pathology; Cirrhosis; Fatty liver; Liver transplantation; Transplantation; Biopsy; Gastroenterology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006360859,0.0002235788,0.0004243732,0.0003614053,0.000156272,0.00006178663,0.00008413696,0.0001058673,0.00004414511],"category_scores_gemma":[0.00002412804,0.0001689804,0.0001166789,0.0002705753,0.0002450869,0.0001314177,0.0001332463,0.0003399996,0.00001384364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001320093,"about_ca_system_score_gemma":0.0001316118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009601995,"about_ca_topic_score_gemma":0.0000761374,"domain_scores_codex":[0.997713,0.0002914316,0.0003220842,0.0005998249,0.0004718391,0.0006017911],"domain_scores_gemma":[0.9990027,0.0001329858,0.00005452409,0.0003511577,0.0002380159,0.0002206036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001369085,0.0007533411,0.9543077,0.001061439,0.0009885103,0.0002291773,0.0002330989,0.00000889537,0.03872688,0.00009035708,0.001057159,0.001174363],"study_design_scores_gemma":[0.004153658,0.005459618,0.9748389,0.0008689632,0.0009807504,0.0001568626,0.0002352587,0.001525515,0.01126928,0.00004136169,0.0003389209,0.0001308835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944001,0.002427784,0.001137585,0.0007502494,0.00006529452,0.0009976119,0.00005851484,0.000046623,0.0001162228],"genre_scores_gemma":[0.997564,0.000323243,0.001006982,0.0002933333,0.0001026093,0.0002856198,0.0002683812,0.00004282958,0.0001130494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0274576,"threshold_uncertainty_score":0.6890821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0211559347051251,"score_gpt":0.2992446141091629,"score_spread":0.2780886794040378,"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."}}