{"id":"W2754724862","doi":"10.1002/pbc.26820","title":"Extreme hepatic resections for the treatment of advanced hepatoblastoma: Are planned close margins an acceptable approach?","year":2017,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University Health Network; University of Toronto; SickKids Foundation; University of Ottawa; Hospital for Sick Children","funders":"","keywords":"Medicine; Hepatoblastoma; Surgery; Hepatectomy; Liver transplantation; Inferior vena cava; Transplantation; Internal medicine; Resection","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001337519,0.0002890877,0.0005270672,0.000118965,0.0006806796,0.0000556822,0.0002458965,0.0001202063,0.0001453632],"category_scores_gemma":[0.0000626754,0.0001909204,0.0003117996,0.0001676281,0.00008436258,0.0001942915,0.00003180349,0.00009696416,0.000005443082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001092951,"about_ca_system_score_gemma":0.0002075262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001312133,"about_ca_topic_score_gemma":0.001187703,"domain_scores_codex":[0.9984822,0.00004294315,0.0003282177,0.000454784,0.0002687165,0.0004231682],"domain_scores_gemma":[0.9980336,0.0001517773,0.0003875978,0.001057018,0.0001748913,0.0001950613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007597723,0.002213933,0.984731,0.000251001,0.0004326126,0.00001986466,0.0004938232,0.00001297929,0.0001623204,0.00002266931,0.000432071,0.01046801],"study_design_scores_gemma":[0.02406635,0.01168353,0.9076278,0.0001037992,0.01530257,0.00004337918,0.0009899983,0.009709836,0.01113204,0.0001309909,0.0184631,0.0007466005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844989,0.01145607,0.00007602532,0.0004914593,0.0003371675,0.002212992,0.0003591472,0.00005729779,0.0005109581],"genre_scores_gemma":[0.9842415,0.009034689,0.001281989,0.00003094556,0.001340104,0.002471701,0.00008859247,0.00005371583,0.001456691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07710315,"threshold_uncertainty_score":0.7785507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1038887318695283,"score_gpt":0.308532070809357,"score_spread":0.2046433389398287,"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."}}