{"id":"W4389517047","doi":"10.1002/dc.25265","title":"Acantholytic squamous cell carcinoma mimicking epithelioid angiosarcoma: A diagnostic challenge by cytology","year":2023,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Vascular Tumors and Angiosarcomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Pathology; Angiosarcoma; Medicine; Malignancy; Immunostaining; Squamous carcinoma; CD31; Vimentin; Carcinoma; Immunohistochemistry","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":[0.000656309,0.001269338,0.0007511664,0.001721493,0.00118987,0.001566275,0.0008288559,0.003208854,0.0012916],"category_scores_gemma":[0.003994801,0.0009216013,0.0003991353,0.000942699,0.001604872,0.002194762,0.001107181,0.001896442,0.001464779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005534384,"about_ca_system_score_gemma":0.0003691755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006934544,"about_ca_topic_score_gemma":0.001113735,"domain_scores_codex":[0.9993671,0.0001188055,0.00009651304,0.00009696861,0.0001622125,0.0001583828],"domain_scores_gemma":[0.998134,0.0007443188,0.0003817046,0.0002405669,0.0001829222,0.0003166051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0000382946,0.00002063183,0.0107642,0.00007949369,0.000006356114,0.980028,0.0001741458,0.0001217319,0.004419048,0.0002324838,0.000378396,0.003737189],"study_design_scores_gemma":[0.000005917531,0.0000269484,0.00247005,0.00003304442,0.000009391158,0.9941548,0.0002235545,0.000452471,0.00129777,0.0003746433,0.000942773,0.000008721407],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9447869,0.0165523,0.01625806,0.006494273,0.0005585025,0.0003093278,0.0002057683,0.0006095067,0.01422532],"genre_scores_gemma":[0.9867163,0.004605647,0.005784469,0.0008218114,0.00102416,0.00002702774,0.00005883623,0.0000401229,0.0009215745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003208854,"threshold_uncertainty_score":0.00432086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01280658047584961,"score_gpt":0.2469932101869172,"score_spread":0.2341866297110675,"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."}}