{"id":"W4379283756","doi":"10.1200/jco.2023.41.16_suppl.4105","title":"Real-world multicentre analysis of patients with hepatocellular carcinoma (HCC) treated with atezolizumab and bevacizumab (A+B): Efficacy, esophagogastroduodenoscopy (EGD) uptake and bleeding complications.","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; McMaster University; Juravinski Cancer Centre; University of Calgary; Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Esophagogastroduodenoscopy; Internal medicine; Hepatocellular carcinoma; Gastroenterology; Cirrhosis; Esophageal varices; Varices; Surgery; Portal hypertension; Endoscopy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007361282,0.0002678192,0.0005384317,0.000587281,0.0004132785,0.0006082928,0.0004722193,0.0004566956,0.001101816],"category_scores_gemma":[0.001881048,0.0002748472,0.0005722122,0.001482747,0.000401305,0.0003147655,0.0005375865,0.0003567175,0.0001986829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002378651,"about_ca_system_score_gemma":0.001303241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05498062,"about_ca_topic_score_gemma":0.05813806,"domain_scores_codex":[0.9992478,0.0002216446,0.00008609388,0.0001769654,0.0001411118,0.0001263696],"domain_scores_gemma":[0.9978347,0.0002769366,0.001061112,0.0001051416,0.0002078032,0.0005142409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002183807,0.00008581079,0.9955862,0.00004792981,0.0001757676,0.0001395057,0.00008557372,0.00009505883,0.0002743453,0.000009652453,0.0002339095,0.001082415],"study_design_scores_gemma":[0.0001705052,0.0006553295,0.998113,0.000007678116,0.0001013432,0.0002740039,0.000142751,0.0001680188,0.00005368392,0.000005968442,0.0003002509,0.000007423137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983199,0.000294631,0.00003514409,0.00003294307,0.000003404244,0.00003656892,0.001106074,0.000002280952,0.0001689769],"genre_scores_gemma":[0.9981792,0.00009188116,0.00007527353,0.00005260039,0.00001070446,0.00003551169,0.00146481,0.000001363791,0.00008869026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05498062,"threshold_uncertainty_score":0.1093212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031151456495964,"score_gpt":0.36887125960808,"score_spread":0.2657561139584835,"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."}}