{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006244182,0.0001752287,0.0004223366,0.001771307,0.0003243391,0.0003238188,0.0003801021,0.0002368637,0.002443547],"category_scores_gemma":[0.001907795,0.000210299,0.0003266705,0.005252988,0.0001291325,0.0003826987,0.0003668467,0.0003589381,0.0004827333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004952956,"about_ca_system_score_gemma":0.0008086567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01170447,"about_ca_topic_score_gemma":0.01854592,"domain_scores_codex":[0.9993333,0.00009824747,0.0001641156,0.0001586102,0.0001459161,0.00009970009],"domain_scores_gemma":[0.9975465,0.0002853732,0.001211521,0.0002134039,0.0004498955,0.0002933065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007597977,0.00001547598,0.9961653,0.00007892988,0.00006437727,0.00008024406,0.00003516788,0.00007092016,0.0001345632,0.00008855801,0.001727049,0.001463552],"study_design_scores_gemma":[0.0000172243,0.00002534816,0.9958539,0.00004528618,0.00004540744,0.0004269677,0.0001219308,0.0001722523,0.0001074778,0.00004966452,0.003129761,0.000004813353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8900571,0.002745813,0.0006947452,0.0002771289,0.00005919791,0.0002000582,0.0995868,0.00004515956,0.006334052],"genre_scores_gemma":[0.9278769,0.00190351,0.0005587102,0.0001209752,0.00003790571,0.0002961796,0.06839953,0.00001471643,0.0007915005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01170447,"threshold_uncertainty_score":0.02327269,"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."}}