{"id":"W3139664658","doi":"10.36255/exonpublications.livercancer.2021.ch4","title":"Gross Dissection of Liver for Hepatocellular Carcinoma Using AJCC Cancer Staging Manual 8th Edition: Anatomical and Practical Considerations","year":2021,"lang":"en","type":"book-chapter","venue":"Liver Cancer","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta; University of Alberta Hospital","funders":"","keywords":"Dissection (medical); Hepatocellular carcinoma; Medicine; Liver cancer; Cancer; General surgery; Terminology; Resection; Pathology; Radiology; Surgery; Internal medicine","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":[0.0004868897,0.0007731948,0.0004050489,0.001443468,0.0005398711,0.0008171601,0.0006170571,0.0006310074,0.02683994],"category_scores_gemma":[0.0007540449,0.0003109601,0.0003386564,0.001034463,0.0005045266,0.001068197,0.0005693126,0.001879054,0.02247539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004853561,"about_ca_system_score_gemma":0.001046458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002358545,"about_ca_topic_score_gemma":0.01056228,"domain_scores_codex":[0.9997808,0.00003259707,0.00002044082,0.00002035913,0.0001351088,0.00001051589],"domain_scores_gemma":[0.9996976,0.0001181793,0.00002422303,0.00001571185,0.0001216204,0.00002265933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001226237,0.00003309079,0.0002978822,0.0004294469,0.00000369815,0.0002540872,0.000334932,0.0003380363,0.001107174,0.0107974,0.6793328,0.3070591],"study_design_scores_gemma":[0.000001371155,0.00001458998,0.0007860342,0.0002590209,0.000002334065,0.001293218,0.00005770085,0.0001144526,0.0001599081,0.003691086,0.993612,0.000008336707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.002656921,0.1122468,0.05189447,0.01793654,0.01277529,0.000783744,0.003527789,0.002150103,0.7960283],"genre_scores_gemma":[0.01029837,0.1048865,0.1408793,0.009206668,0.003713705,0.000535441,0.00435255,0.001196103,0.7249314],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02683994,"threshold_uncertainty_score":0.08978856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07437325643932621,"score_gpt":0.348629559974269,"score_spread":0.2742563035349428,"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."}}