{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002236631,0.0007658839,0.00192432,0.001230351,0.0007017496,0.003751204,0.00084874,0.004487918,0.01446008],"category_scores_gemma":[0.004694117,0.0002481622,0.0009020718,0.001067029,0.001357853,0.005152931,0.001099854,0.00400861,0.008232255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001525585,"about_ca_system_score_gemma":0.00237021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001984495,"about_ca_topic_score_gemma":0.006231303,"domain_scores_codex":[0.9982857,0.000694689,0.0002453091,0.0001755987,0.0004748259,0.0001238898],"domain_scores_gemma":[0.9971457,0.00104866,0.0004088741,0.00008733571,0.000789146,0.0005202127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000287344,0.0003184854,0.001614901,0.004288204,0.0001316104,0.0003296665,0.00009806605,0.0001150244,0.0003426519,0.005962432,0.3074001,0.6791115],"study_design_scores_gemma":[0.0002176414,0.0003691867,0.004968375,0.01381597,0.0002328924,0.002299222,0.0006193587,0.0001940663,0.000252689,0.01177289,0.9651979,0.00005979478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.001354697,0.6837317,0.001197177,0.2819562,0.01162212,0.0001004708,0.0004572912,0.0001850708,0.01939529],"genre_scores_gemma":[0.01699824,0.7688013,0.005288604,0.1523671,0.02882158,0.0003065106,0.0004547928,0.00009984452,0.02686205],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01446008,"threshold_uncertainty_score":0.04837382,"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."}}