{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001467555,0.00009373745,0.0001564721,0.0001731723,0.00002247612,0.00002482519,0.0000234102,0.00006111278,0.000416496],"category_scores_gemma":[0.00003185374,0.00008463265,0.0001017975,0.0001725763,0.00005274061,0.0001328423,0.00001189955,0.0002032723,0.000165534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003075779,"about_ca_system_score_gemma":0.000316759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002949301,"about_ca_topic_score_gemma":0.00004036641,"domain_scores_codex":[0.9990693,0.00004803651,0.0002982415,0.0002787563,0.000162803,0.0001428808],"domain_scores_gemma":[0.9992606,0.000312649,0.00001359383,0.0001531544,0.00003306786,0.0002269471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001028221,0.001512697,0.701524,0.001034443,0.0001611626,0.2613702,0.0009375879,0.0002010204,0.00002078957,0.0276303,0.002102103,0.002477484],"study_design_scores_gemma":[0.002712539,0.00007748995,0.9661049,0.0008726403,0.0006303728,0.0002266089,0.0000965849,0.02075545,0.00001182451,0.007251548,0.001067432,0.000192617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914336,0.005660394,0.0000124237,0.0009171265,0.0003196976,0.0002809112,0.00006762087,0.00006861624,0.001239587],"genre_scores_gemma":[0.9969496,0.001853467,0.00005372988,0.0005752606,0.0001407888,0.00002053434,0.0002511598,0.0000138056,0.0001416318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2645809,"threshold_uncertainty_score":0.4560339,"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."}}