{"id":"W3215687115","doi":"10.1002/cam4.4403","title":"Cancer registry study of malignant hepatic vascular tumors: hepatic angiosarcomas and hepatic epithelioid hemangioendotheliomas","year":2021,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Vascular Tumors and Angiosarcomas","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Histopathology; Metastasis; Cancer; Pathology; Histology; Disease; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005346488,0.0005413825,0.001745186,0.0003422355,0.0001510837,0.00001871521,0.0002334585,0.0001169902,0.0008354246],"category_scores_gemma":[0.0003630233,0.0004126121,0.0003270257,0.001065175,0.0003899491,0.0001025759,0.0001665591,0.0003397129,0.000007651444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001794668,"about_ca_system_score_gemma":0.0005065911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004729646,"about_ca_topic_score_gemma":0.0008222525,"domain_scores_codex":[0.996077,0.0002474867,0.001065118,0.0008879047,0.00107802,0.0006444572],"domain_scores_gemma":[0.99719,0.0001543417,0.0004277111,0.001270803,0.0004713142,0.0004858208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002608931,0.002072243,0.8803872,0.004328968,0.002645638,0.005121538,0.007837141,0.00004265233,0.08399226,0.0002891164,0.002202654,0.01081964],"study_design_scores_gemma":[0.03841452,0.006065338,0.8254692,0.02459182,0.0111809,0.002410823,0.02022538,0.003099028,0.05581719,0.0007967695,0.009851913,0.002077095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.894115,0.10092,0.0001027124,0.003143823,0.000346401,0.001028025,0.00003087506,0.0000813603,0.0002318896],"genre_scores_gemma":[0.9895908,0.00687681,0.0002226261,0.0008186463,0.0007027274,0.0003216214,0.00004247728,0.0001103935,0.001313956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09547579,"threshold_uncertainty_score":0.9998326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01912297467160751,"score_gpt":0.2907324532221019,"score_spread":0.2716094785504944,"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."}}