{"id":"W4409004501","doi":"10.1093/omcr/omaf013","title":"Atypical presentation of Liposarcoma involving the breast: a case report","year":2025,"lang":"en","type":"article","venue":"Oxford Medical Case Reports","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; University of Ottawa","funders":"","keywords":"Liposarcoma; Medicine; Mastectomy; Lipoma; Radiology; Presentation (obstetrics); Soft tissue; Left breast; Breast cancer; Pathology; Sarcoma; Internal medicine; Cancer","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":[0.001234201,0.0001591096,0.0003798385,0.0001221985,0.0001650636,0.00001463869,0.00004795485,0.0002149879,0.0004255458],"category_scores_gemma":[0.001489006,0.000100471,0.00020747,0.0004318327,0.0002693363,0.00005858991,0.0001510907,0.0004175676,0.000001083946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006458659,"about_ca_system_score_gemma":0.0009015374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007039927,"about_ca_topic_score_gemma":0.0001824232,"domain_scores_codex":[0.9975694,0.00009187467,0.0009558648,0.0003754164,0.0007391134,0.0002682866],"domain_scores_gemma":[0.9980289,0.0002319567,0.0002800728,0.0008463431,0.0002587869,0.000353982],"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":[0.0001333312,0.0002336029,0.03472053,0.0001728152,0.00008137956,0.9350348,0.0001032256,3.85169e-7,0.0001472657,0.0005114536,0.002506176,0.02635507],"study_design_scores_gemma":[0.0004860833,0.00006511168,0.03907321,0.0003153656,0.0002658642,0.9521133,0.0004984695,0.0005461227,0.0002376117,0.0002638886,0.006055748,0.00007925137],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863372,0.0007749026,0.0007185042,0.006048337,0.0003927423,0.0004749438,0.000003640435,0.00005481262,0.005194896],"genre_scores_gemma":[0.997509,0.00003254941,0.0002663004,0.0005110131,0.00023514,0.00004408952,0.00002785853,0.00001535549,0.001358708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02627582,"threshold_uncertainty_score":0.4659428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01360947730199829,"score_gpt":0.3019365419931883,"score_spread":0.28832706469119,"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."}}