{"id":"W1724138054","doi":"10.5858/2005-129-421-mptwld","title":"Malignant phyllodes tumor with liposarcomatous differentiation.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Pathology; Phyllodes tumor; Medicine; Biology; Cancer research","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":[0.0000733698,0.0001092462,0.0001692701,0.00006774865,0.00005473074,0.00002104362,0.00005624538,0.00002206156,0.00008648809],"category_scores_gemma":[0.00001106572,0.00007078456,0.00005146538,0.0001156986,0.00003625215,0.00006326044,0.00002097678,0.00008311756,0.00004210147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004885025,"about_ca_system_score_gemma":0.00002841578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001423793,"about_ca_topic_score_gemma":0.00001496535,"domain_scores_codex":[0.9991763,0.00001488707,0.0001324736,0.0001777212,0.000202381,0.0002961943],"domain_scores_gemma":[0.9994787,0.00001339814,0.00004367923,0.0002334352,0.00004818624,0.0001825812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005562799,0.001117463,0.3410756,0.0001388064,0.0002131171,0.0003065618,0.0002211791,0.0000102213,0.001455517,0.00231153,0.004150416,0.6484433],"study_design_scores_gemma":[0.001100285,0.00003494269,0.9885191,0.00001965223,0.00007727129,0.0005386343,0.00003378347,0.00009422407,0.002766012,0.00002186475,0.006693357,0.0001008664],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911463,0.0003576501,0.0001507455,0.002409681,0.00004333119,0.0005094841,0.000004483476,0.00009819921,0.005280169],"genre_scores_gemma":[0.9955856,0.000006480448,0.0005821239,0.0006664582,0.0002631776,0.000562246,0.00001060867,0.0000209832,0.002302315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6483424,"threshold_uncertainty_score":0.288651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01309461618054428,"score_gpt":0.194495205168963,"score_spread":0.1814005889884188,"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."}}