{"id":"W2076195102","doi":"10.1159/000325629","title":"Malignant Epithelioid Hemangioendothelioma with Spindle Phenotype","year":2008,"lang":"en","type":"article","venue":"Acta Cytologica","topic":"Vascular Tumors and Angiosarcomas","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Pathology; Epithelioid hemangioendothelioma; Epithelioid cell; Medicine; Hemangioendothelioma; Cytology; Population; Sarcoma; Differential diagnosis; Immunohistochemistry; Biology","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":[0.00008204324,0.0002086161,0.0003987354,0.0001028971,0.000174972,0.000009085898,0.0001406123,0.00008123405,0.0004906072],"category_scores_gemma":[0.00004564704,0.0001235466,0.000176257,0.0002770119,0.0001718723,0.0000589939,0.0000500036,0.0001525404,0.0002598537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002567715,"about_ca_system_score_gemma":0.00007548746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002879954,"about_ca_topic_score_gemma":0.000004167241,"domain_scores_codex":[0.9987588,0.00003234783,0.0001895416,0.0003421648,0.0002813877,0.000395776],"domain_scores_gemma":[0.9991905,0.00003052965,0.0000743286,0.0004629687,0.00007211796,0.0001695313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003172027,0.003887294,0.4212687,0.0003592554,0.001483618,0.06860086,0.002219636,0.00001295678,0.4497834,0.00740573,0.03283964,0.008966799],"study_design_scores_gemma":[0.008659617,0.006154502,0.6607598,0.0003985608,0.0005065307,0.05030309,0.0004527322,0.0001158498,0.1096246,0.0006434213,0.1610798,0.001301582],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853268,0.0007315447,0.000152625,0.002237938,0.00004610044,0.0002895235,0.000005185721,0.000171089,0.01103925],"genre_scores_gemma":[0.9935136,0.000165774,0.003348501,0.001052983,0.0001442959,0.00002188662,0.00001808469,0.00003117268,0.001703714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3401589,"threshold_uncertainty_score":0.5371805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02335690199228828,"score_gpt":0.2308657897094518,"score_spread":0.2075088877171635,"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."}}