{"id":"W4383872560","doi":"10.1245/s10434-023-13825-5","title":"Impact of Surgical Margin Width on Prognosis Following Resection of Hepatocellular Carcinoma Varies on the Basis of Preoperative Alpha-Feto Protein and Tumor Burden Score","year":2023,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Hazard ratio; Hepatocellular carcinoma; Interquartile range; Proportional hazards model; Surgical margin; Confidence interval; Resection margin; Surgical oncology; Hepatectomy; Incidence (geometry); Margin (machine learning); Internal medicine; Survival analysis; Surgery; Oncology; Resection; Cancer","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":[0.0006007963,0.0002176291,0.0003205038,0.0004328427,0.0002100619,0.0005540295,0.000235149,0.0003850392,0.001816653],"category_scores_gemma":[0.003007962,0.0001312176,0.0005671157,0.0004629053,0.0003053862,0.0005304681,0.0004216645,0.000494773,0.0003042926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000220821,"about_ca_system_score_gemma":0.0002764342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009120318,"about_ca_topic_score_gemma":0.002142875,"domain_scores_codex":[0.9996212,0.0001022895,0.00004575053,0.00006052089,0.00007585622,0.0000943909],"domain_scores_gemma":[0.9977081,0.0006189999,0.0009069073,0.0001050433,0.0001512722,0.0005096248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005055434,0.00001595077,0.9960687,0.000005823943,0.00006292174,0.00007128064,0.00002494036,0.00007681701,0.00046545,0.00001372602,0.00005403103,0.002634835],"study_design_scores_gemma":[0.000003235664,0.0001308015,0.9990193,0.000004008297,0.00004601344,0.0001909095,0.00009565071,0.0002985855,0.00007828911,0.00004415007,0.00008480125,0.000004325035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984903,0.0005637119,0.0001012277,0.0001037644,0.00001847574,0.000002099733,0.0000779062,0.00000425649,0.0006382267],"genre_scores_gemma":[0.9996593,0.00008452573,0.00002643962,0.00001235311,0.00001609822,8.445304e-7,0.00008092669,0.000001766452,0.0001177564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001816653,"threshold_uncertainty_score":0.006077349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1275999715722863,"score_gpt":0.3453230960822333,"score_spread":0.217723124509947,"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."}}