{"id":"W3196575972","doi":"10.1016/j.athoracsur.2021.07.085","title":"Esophagectomy in the Setting of Left-Sided Portal Hypertension","year":2021,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"Royal College of Surgeons in Ireland","keywords":"Medicine; Collateralization; Portal hypertension; Esophagectomy; Cardiology; Radiology; Esophageal cancer; Internal medicine; Surgery; Cancer; Cirrhosis","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":[0.0003200285,0.0004586781,0.0006342376,0.0006422762,0.0008337891,0.0009665112,0.0002957284,0.001294666,0.001918619],"category_scores_gemma":[0.001353596,0.0001866257,0.0005437686,0.0004271128,0.0008085292,0.0010714,0.000505091,0.00218681,0.0003638782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005794352,"about_ca_system_score_gemma":0.0006286549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005921292,"about_ca_topic_score_gemma":0.001920146,"domain_scores_codex":[0.9997827,0.00004223063,0.00002438641,0.00002556405,0.00002816506,0.00009696261],"domain_scores_gemma":[0.9994776,0.0001169879,0.00006713469,0.00003329757,0.00002033947,0.0002847737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.001743387,0.0002133518,0.1609725,0.0002361693,0.0001613462,0.7994503,0.0002079424,0.0006422797,0.003772804,0.001057355,0.002790519,0.02875204],"study_design_scores_gemma":[0.000126444,0.0009791971,0.12215,0.0001634924,0.00009298207,0.868204,0.0008712736,0.001390512,0.001391066,0.00158129,0.003018814,0.00003100947],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9511304,0.01732202,0.001906881,0.007545157,0.0008457846,0.00004592484,0.0001390697,0.00008426957,0.02098052],"genre_scores_gemma":[0.9959985,0.002081354,0.0002769014,0.0005050264,0.0006398138,0.000004057215,0.00007861237,0.000005529264,0.0004102149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001918619,"threshold_uncertainty_score":0.006418407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.103215837327602,"score_gpt":0.3656250156499433,"score_spread":0.2624091783223412,"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."}}