{"id":"W4407848394","doi":"10.1093/qjmed/hcaf053","title":"An ominous ‘Halo’—extensive pulmonary metastases from a hepatic angiosarcoma","year":2025,"lang":"en","type":"article","venue":"QJM","topic":"Vascular Tumors and Angiosarcomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Angiosarcoma; Medicine; Halo; Internal medicine; Pathology; Physics","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":[0.0001058552,0.0001963377,0.0004325964,0.0001567328,0.00009819971,0.00002884416,0.0001408501,0.0000701282,0.0002118914],"category_scores_gemma":[0.00008775574,0.0001635971,0.0002757353,0.0002676099,0.00006199309,0.00009150642,0.00005269048,0.0001513659,0.0001075587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004029482,"about_ca_system_score_gemma":0.0001054185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006726873,"about_ca_topic_score_gemma":0.00004043782,"domain_scores_codex":[0.998791,0.0000846025,0.0002411072,0.0003765182,0.0002163459,0.000290401],"domain_scores_gemma":[0.9989646,0.00007830912,0.00004862528,0.0006409523,0.0001026162,0.0001649049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001310072,0.006400536,0.3953807,0.0006227161,0.003384533,0.02349268,0.002099528,0.00003191973,0.2814335,0.007478698,0.03772145,0.2406437],"study_design_scores_gemma":[0.004556257,0.001043536,0.8868452,0.0009412047,0.002557597,0.0006520626,0.002134329,0.006739495,0.03401081,0.008129535,0.05151743,0.0008725899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872492,0.006445298,0.000497886,0.001275413,0.0001990449,0.0003423844,0.0000654287,0.000140781,0.003784568],"genre_scores_gemma":[0.9942532,0.00004778368,0.001883334,0.002223928,0.0001890932,0.00002449655,0.0002820842,0.00002506276,0.001070978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4914645,"threshold_uncertainty_score":0.6671296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009982939761256686,"score_gpt":0.2727698352047203,"score_spread":0.2627868954434636,"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."}}