{"id":"W2020539641","doi":"10.1503/cjs.028410","title":"Results of en bloc resection for hepatocellular carcinoma extending to adjacent organs","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Hepatectomy; Capsule; Adhesion; Carcinoma; Resection; Vascular invasion; Overall survival; Retrospective cohort study; Surgery; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004598789,0.0002495569,0.0003940176,0.0003403474,0.0001769396,0.000217108,0.00009313244,0.0001376261,0.0006770242],"category_scores_gemma":[0.001405566,0.00005989187,0.0004713201,0.00026176,0.0001872321,0.0001853816,0.0002368339,0.0001629608,0.0001136541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003634447,"about_ca_system_score_gemma":0.0002166025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001635344,"about_ca_topic_score_gemma":0.003420494,"domain_scores_codex":[0.9997198,0.00008803617,0.00003502472,0.00003291856,0.00007334438,0.00005090971],"domain_scores_gemma":[0.9989299,0.0003211299,0.0003385742,0.00007407885,0.0001375577,0.0001988292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01318483,0.0004873531,0.8631424,0.0002352387,0.0009825011,0.002181306,0.0002641485,0.004409946,0.01049377,0.00003939794,0.0003474862,0.1042318],"study_design_scores_gemma":[0.00008124076,0.006994167,0.985514,0.00002444432,0.0003226876,0.003513646,0.0001089407,0.0006976593,0.0020579,0.00004185702,0.0006258524,0.0000176218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981934,0.001085835,0.0001843452,0.00001457565,0.000004061587,0.00000612612,0.00008005707,0.000005545562,0.0004260394],"genre_scores_gemma":[0.9993736,0.00018105,0.0001036741,0.00001470047,0.000005881064,0.000003609878,0.000196301,0.000001892118,0.0001193162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001635344,"threshold_uncertainty_score":0.003251731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1431390105343087,"score_gpt":0.2653944743439031,"score_spread":0.1222554638095945,"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."}}