{"id":"W3015669546","doi":"10.1245/s10434-020-08444-3","title":"Minimally Invasive Versus Open Liver Resection for Hepatocellular Carcinoma in the Setting of Portal Vein Hypertension: Results of an International Multi-institutional Analysis","year":2020,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Surgical oncology; Resection; Portal vein; Portal hypertension; Liver cancer; General surgery; Carcinoma; Portal vein embolization; Radiology; Internal medicine; Hepatectomy; Oncology; Surgery; 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":[0.002603529,0.0006812977,0.0008347923,0.001541439,0.0004864063,0.001170065,0.000584182,0.0005225323,0.001158107],"category_scores_gemma":[0.004571407,0.0002890241,0.001600299,0.002664846,0.0008087758,0.00113133,0.001192181,0.0006368615,0.0001673313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006846909,"about_ca_system_score_gemma":0.0005742222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003248489,"about_ca_topic_score_gemma":0.005531554,"domain_scores_codex":[0.9983315,0.0007051001,0.0001989904,0.0002933741,0.0001935288,0.0002776124],"domain_scores_gemma":[0.9945878,0.001761422,0.002420248,0.0003456502,0.0003822015,0.0005026205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004078377,0.0001720404,0.9916021,0.00004696731,0.0009741718,0.00006942781,0.0002038723,0.0002144844,0.0002372332,0.00003267612,0.0001381517,0.002230363],"study_design_scores_gemma":[0.0001490187,0.000807828,0.9964331,0.00001677604,0.0007544085,0.0001896981,0.0008775775,0.0003624298,0.000138704,0.00005969234,0.000186923,0.00002382606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989748,0.0002737946,0.0001002772,0.00002319747,0.00000570767,0.00001583175,0.000388564,0.000001834043,0.0002159891],"genre_scores_gemma":[0.998799,0.0001635192,0.00008745615,0.00003393316,0.00001687881,0.00001884582,0.0008072891,0.000005205988,0.00006781938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003248489,"threshold_uncertainty_score":0.01376897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2968137409814265,"score_gpt":0.377600032398591,"score_spread":0.08078629141716442,"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."}}