{"id":"W4253726404","doi":"10.5858/2005-129-421-mptwld","title":"Malignant Phyllodes Tumor With Liposarcomatous Differentiation","year":2005,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Phyllodes tumor; Liposarcoma; Pathology; Leiomyosarcoma; Undifferentiated Pleomorphic Sarcoma; Sarcoma; Quadrant (abdomen); Soft tissue sarcoma","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":[0.0001654846,0.0002148861,0.000558438,0.0002594255,0.00006806256,0.000002245331,0.0001201298,0.00004674252,0.0001682233],"category_scores_gemma":[0.00006707838,0.0001367957,0.00005588295,0.0002395251,0.0008010041,0.00005938201,0.00004119262,0.0002161741,0.00001469209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001824922,"about_ca_system_score_gemma":0.0001695387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001114755,"about_ca_topic_score_gemma":0.00002238895,"domain_scores_codex":[0.9986185,0.0001296167,0.0003896597,0.0003225834,0.0002519191,0.0002877088],"domain_scores_gemma":[0.9989101,0.0001331506,0.0001967409,0.0004598664,0.0001127832,0.0001873005],"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":[0.000964543,0.0006570899,0.154601,0.0002679045,0.0001410384,0.001619408,0.00266781,0.000007022507,0.8174388,0.003751123,0.0005257651,0.01735854],"study_design_scores_gemma":[0.004409636,0.001901313,0.9576883,0.0005961603,0.0003395456,0.001743239,0.0006924798,0.0002084934,0.02933039,0.0001955831,0.002700637,0.000194204],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914972,0.001706023,0.000854926,0.003081508,0.00007691973,0.0002654767,0.00002582413,0.00006908707,0.002422998],"genre_scores_gemma":[0.9939825,0.00008316444,0.004221571,0.001092635,0.0003373761,0.00002379595,0.00004535205,0.00003114033,0.0001824741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8030874,"threshold_uncertainty_score":0.5578368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00839065870699253,"score_gpt":0.2354121376787406,"score_spread":0.2270214789717481,"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."}}