{"id":"W4401421376","doi":"10.1016/j.jceh.2024.102347","title":"Exploring the usefulness of omental biopsy in patients with ascites - a simple and available tool","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical and Experimental Hepatology","topic":"Omental and Epiploic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"ASTER","funders":"","keywords":"Medicine; Ascites; Simple (philosophy); Biopsy; Radiology; Intensive care medicine; Surgery; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002609134,0.00008681088,0.0003983722,0.00009041429,0.00003785428,0.00001331121,0.00004044156,0.00003796793,0.0001663377],"category_scores_gemma":[0.0000336019,0.00004668722,0.00007115883,0.0001127932,0.0003186404,0.0002017149,0.00005813019,0.0002172167,0.000004013689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001705189,"about_ca_system_score_gemma":0.00004662806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003058498,"about_ca_topic_score_gemma":0.000004721543,"domain_scores_codex":[0.9989402,0.00004888795,0.000619841,0.0001259322,0.000144668,0.0001205283],"domain_scores_gemma":[0.9994946,0.0002252221,0.0001002803,0.00006627533,0.0000287742,0.00008491469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009294974,0.0005720769,0.9934354,0.00005644693,0.0001090768,0.00009579623,0.0004281409,1.685454e-7,0.0004245522,0.0002050838,0.0003589317,0.003384834],"study_design_scores_gemma":[0.006026634,0.004576689,0.9766681,0.0003961866,0.0001192016,0.0007025917,0.002302707,0.0001406704,0.005362223,0.0002730518,0.003294389,0.0001375927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998305,0.0006912626,0.000002418253,0.0004481905,0.0002779792,0.0001086293,0.000008549075,0.000004577208,0.0001534266],"genre_scores_gemma":[0.9995196,0.0001202541,0.0001001494,0.0001202341,0.00007092403,0.000008286996,0.000003803023,0.000007248394,0.00004954258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01676733,"threshold_uncertainty_score":0.1903849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1175120203708062,"score_gpt":0.3578366565876073,"score_spread":0.2403246362168011,"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."}}