{"id":"W4396759141","doi":"10.1016/j.cld.2024.04.001","title":"Surgical Considerations in Portal Hypertension","year":2024,"lang":"en","type":"article","venue":"Clinics in Liver Disease","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Liver Centre; University of Toronto; University Health Network","funders":"Roche","keywords":"Medicine; Perioperative; Cirrhosis; Portal hypertension; Adverse effect; Surgical procedures; Multidisciplinary team; Surgery; Intensive care medicine; Internal medicine","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":[0.0005638382,0.0003870324,0.000409195,0.00145378,0.00159879,0.001671536,0.0003653437,0.002701234,0.005183031],"category_scores_gemma":[0.00294231,0.0002307086,0.0004326862,0.000633981,0.001461173,0.001232579,0.0008922975,0.004957364,0.0007884319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006572548,"about_ca_system_score_gemma":0.001068883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006115259,"about_ca_topic_score_gemma":0.001689998,"domain_scores_codex":[0.9995919,0.00009988617,0.00006551307,0.00003030778,0.0001064275,0.0001059891],"domain_scores_gemma":[0.9988275,0.0004293922,0.0001453138,0.00002690036,0.00008370558,0.000487215],"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":[0.0006296293,0.0002906001,0.07172005,0.001118111,0.0001677621,0.5798358,0.0009634133,0.001215811,0.003531111,0.02637276,0.09038725,0.2237677],"study_design_scores_gemma":[0.0001126993,0.0003627653,0.04654266,0.001427432,0.00007617751,0.8170723,0.002455821,0.0008924362,0.00102179,0.01753821,0.1124274,0.00007040486],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.1637461,0.2361906,0.007391842,0.3579398,0.02179953,0.0001093117,0.000188879,0.0002340317,0.2124],"genre_scores_gemma":[0.7949213,0.06321814,0.004166351,0.03696685,0.09039816,0.0000723679,0.0001910616,0.00006181119,0.0100039],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.005183031,"threshold_uncertainty_score":0.01733899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04354237033497036,"score_gpt":0.3304671752454515,"score_spread":0.2869248049104811,"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."}}