{"id":"W4292730824","doi":"10.14740/gr1508","title":"Flood Syndrome","year":2022,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ascites; Complication; Cirrhosis; Umbilical hernia; Treatment modality; Ascitic fluid; Surgery; Flood myth; General surgery; Intensive care medicine; Hernia; Gastroenterology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001298514,0.0008560997,0.0005453013,0.0009830254,0.0008214214,0.0005715864,0.0003880654,0.001116445,0.009278129],"category_scores_gemma":[0.001613706,0.0001827074,0.0004151444,0.0006977092,0.000658362,0.0009349897,0.0008676184,0.001050782,0.001430245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003206181,"about_ca_system_score_gemma":0.000460326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008884307,"about_ca_topic_score_gemma":0.0007069713,"domain_scores_codex":[0.9997861,0.00002745127,0.00001979237,0.00004218042,0.00004476699,0.00007971285],"domain_scores_gemma":[0.9996893,0.00009586944,0.0000862419,0.00001647394,0.00003427467,0.00007772588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002087154,0.00006648492,0.0436565,0.0003305593,0.00007239985,0.8970543,0.0004703213,0.0003278638,0.009206953,0.006093162,0.008233786,0.03427903],"study_design_scores_gemma":[0.00002509272,0.00004910944,0.01013347,0.00009685521,0.00002082638,0.9804741,0.0002069366,0.0001345385,0.0005848436,0.001561471,0.006699534,0.00001317747],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8149144,0.0394738,0.01494393,0.008163439,0.001061255,0.0002809226,0.001445837,0.0007833819,0.1189331],"genre_scores_gemma":[0.9794099,0.00694293,0.0015859,0.002110685,0.0004140251,0.00006461143,0.0005248263,0.0000507286,0.008896306],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.009278129,"threshold_uncertainty_score":0.0310384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06039117104049779,"score_gpt":0.3620708872332558,"score_spread":0.301679716192758,"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."}}