{"id":"W2766508345","doi":"10.7759/cureus.1815","title":"Malignant Epithelial Transformation in Phyllodes Tumor: A Population-Based Case Series","year":2017,"lang":"en","type":"article","venue":"Cureus","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"Universiteit Leiden","keywords":"Medicine; Phyllodes tumor; Malignant transformation; Series (stratigraphy); Transformation (genetics); Population; Pathology; Genetics; Gene; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003502174,0.0004225451,0.000397296,0.001541408,0.00118281,0.0009906311,0.0006135859,0.0006364632,0.001478362],"category_scores_gemma":[0.001623465,0.0004615986,0.0003273879,0.001707847,0.000745528,0.0005393432,0.0008291565,0.0005697897,0.0003124764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008995326,"about_ca_system_score_gemma":0.00097948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009396478,"about_ca_topic_score_gemma":0.01556972,"domain_scores_codex":[0.9994566,0.00005674423,0.00007201135,0.0001664283,0.0001206428,0.0001276064],"domain_scores_gemma":[0.999059,0.000168332,0.0003678409,0.0001051535,0.00008566586,0.0002139404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.00004625978,0.00005791126,0.9708779,0.00003400683,0.0000309903,0.02456537,0.000583601,0.000043401,0.0004512463,0.00005029407,0.0002729818,0.002986016],"study_design_scores_gemma":[0.00001779505,0.0002064952,0.793368,0.00004526772,0.00006827749,0.2021733,0.002467979,0.0003679413,0.0002318789,0.0001146301,0.0009134464,0.00002496243],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989542,0.0003123168,0.0001354715,0.00003816368,0.000004414755,0.00002703703,0.00009614482,0.000005452031,0.0004267961],"genre_scores_gemma":[0.9993646,0.0003206125,0.00008841457,0.00003616094,0.00001330453,0.000009864745,0.0001097198,0.000002262834,0.00005499333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009396478,"threshold_uncertainty_score":0.01868355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02379169599281568,"score_gpt":0.2831697045569229,"score_spread":0.2593780085641073,"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."}}