{"id":"W1608631171","doi":"10.1159/000374101","title":"Therapies: Drugs, Scopes and Transjugular Intrahepatic Portosystemic Shunt - When and How?","year":2015,"lang":"en","type":"article","venue":"Digestive Diseases","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Transjugular intrahepatic portosystemic shunt; Portal hypertension; Esophageal varices; Varices; Balloon tamponade; Surgery; Sclerotherapy; Nadolol; Internal medicine; Gastroenterology; Cirrhosis; Propranolol","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":[0.00006313871,0.0001639511,0.0002460564,0.00007289414,0.00005560486,0.00005127992,0.00003559793,0.00003982103,0.00001844401],"category_scores_gemma":[0.00002210903,0.0001291333,0.00004371146,0.00005753448,0.0001309974,0.0002293861,0.000008858663,0.00005467195,0.000005534739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002497116,"about_ca_system_score_gemma":0.0001268721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006646731,"about_ca_topic_score_gemma":0.000003384421,"domain_scores_codex":[0.9991807,0.0000580109,0.0001108839,0.0002595913,0.0002301011,0.0001607374],"domain_scores_gemma":[0.9992224,0.00007168663,0.0000407544,0.0001239616,0.00009769634,0.0004434986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007476953,0.0001672627,0.9802731,0.0007519212,0.0004482571,0.0001881586,0.01218709,9.820471e-7,0.000370151,0.0003453106,0.0003177787,0.004202303],"study_design_scores_gemma":[0.003652106,0.0003832551,0.983833,0.0007377131,0.002298112,0.00004855933,0.006908024,0.0001422451,0.0004006133,0.0008971127,0.0004224085,0.0002769031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982408,0.01536442,0.0001270026,0.001084363,0.00005133778,0.000467583,0.0001865048,0.00007034306,0.0002404884],"genre_scores_gemma":[0.9982522,0.0009461441,0.00007113038,0.0002751191,0.00007352533,0.00004080311,0.0001913746,0.00001929299,0.0001304732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01584418,"threshold_uncertainty_score":0.5265903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01556780241585606,"score_gpt":0.2409009278515933,"score_spread":0.2253331254357372,"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."}}