{"id":"W2120808482","doi":"10.4021/gr2008.11.1252","title":"Refractory Chylous Ascites","year":2008,"lang":"it","type":"article","venue":"Gastroenterology Research","topic":"Lymphatic Disorders and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Chylous ascites; Etiology; Refractory (planetary science); Surgery; Laparotomy; Ascites; Medical treatment; Paracentesis; Sclerotherapy; General surgery; Intensive care medicine; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001031693,0.0003627324,0.0007185445,0.0006052917,0.0006489806,0.0000314654,0.0004353324,0.0003069743,0.002478497],"category_scores_gemma":[0.0003930731,0.0003136578,0.0002158793,0.0004034065,0.001827849,0.000132391,0.0003731787,0.0008453268,0.004159475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003511911,"about_ca_system_score_gemma":0.0004883935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003641354,"about_ca_topic_score_gemma":0.00005198428,"domain_scores_codex":[0.994496,0.0008919192,0.0005282573,0.0008330851,0.001181691,0.002069048],"domain_scores_gemma":[0.9975862,0.0003091661,0.0001056965,0.0009403616,0.0004604295,0.0005981792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002029677,0.002834483,0.9456534,0.00008082847,0.0007236096,0.003615792,0.001030653,0.000001448534,0.0003412657,0.00006425249,0.04142134,0.002203185],"study_design_scores_gemma":[0.01261081,0.009015159,0.9589632,0.0001930505,0.0001585565,0.001935031,0.000709313,0.0001475474,0.0001125163,0.0002521126,0.01572157,0.0001811677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782858,0.002811788,0.00003652762,0.00342302,0.0006065523,0.0007467457,0.00003617121,0.00005776904,0.01399555],"genre_scores_gemma":[0.9714558,0.003679715,0.0001799801,0.0007351543,0.000495957,0.00009262698,0.00007402969,0.00006652278,0.02322024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02569977,"threshold_uncertainty_score":0.9999316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09493375437360578,"score_gpt":0.3719229792804697,"score_spread":0.276989224906864,"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."}}