{"id":"W2398380219","doi":"10.3748/wjg.v21.i15.4607","title":"Three-dimensional morphometric analysis for hepatectomy of centrally located hepatocellular carcinoma: A pilot study","year":2015,"lang":"en","type":"article","venue":"World Journal of Gastroenterology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"Cancer Institute and Hospital, Chinese Academy of Medical Sciences","keywords":"Medicine; Hepatocellular carcinoma; Hepatectomy; Surgical margin; Hepatic veins; Radiology; Margin (machine learning); HCCS; Nuclear medicine; Resection margin; Resection; Surgery; Portal vein; Internal medicine; Computer science","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":[0.0004989561,0.0002905897,0.0002010479,0.0005417523,0.0001542433,0.0002485522,0.000245637,0.0001936294,0.000914558],"category_scores_gemma":[0.0009263349,0.0002092838,0.0003889005,0.0002832054,0.0001947691,0.0001732893,0.0003023383,0.0001538349,0.0002024604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003436882,"about_ca_system_score_gemma":0.0003909142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001444671,"about_ca_topic_score_gemma":0.00141973,"domain_scores_codex":[0.9998813,0.00004469583,0.000006917171,0.00002057794,0.00003867364,0.000007933866],"domain_scores_gemma":[0.9997202,0.00009213752,0.00005333976,0.00007511459,0.00003651229,0.00002274439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003313323,0.001522032,0.4941694,0.0003201953,0.0001554434,0.002584105,0.0006235261,0.08475584,0.2092647,0.0007881405,0.0005542607,0.2019491],"study_design_scores_gemma":[0.0001748948,0.008974743,0.4787012,0.00003781741,0.0002061572,0.01754773,0.0005504303,0.4315708,0.05825775,0.0006240373,0.003238955,0.0001154337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880009,0.0001467964,0.01141959,0.00001587641,0.000003527813,0.00004401713,0.00006607944,0.0000604924,0.0002426217],"genre_scores_gemma":[0.9921728,0.00009000975,0.007447099,0.000004554059,0.000003430288,0.00003655688,0.00008173026,0.00001154158,0.000152246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001444671,"threshold_uncertainty_score":0.003059447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08740535735935917,"score_gpt":0.2672190464131158,"score_spread":0.1798136890537566,"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."}}