{"id":"W1765843734","doi":"10.5858/2007-131-1568-qotmfo","title":"Quantification of the morphologic features of fibroepithelial tumors of the breast.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Phyllodes tumor; Fibroadenoma; Pathology; Stromal cell; Medicine; Context (archaeology); H&E stain; Staining; Biology; Breast cancer; Internal medicine","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":[0.0004645025,0.00006200064,0.0001642416,0.00004045622,0.00002767668,0.000001364325,0.0001725334,0.00005457101,0.00001559366],"category_scores_gemma":[0.0001055323,0.00002927233,0.0001393486,0.0002668842,0.0002059161,0.00001457868,0.00004846385,0.0001003699,5.300973e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001531596,"about_ca_system_score_gemma":0.00003482505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001019381,"about_ca_topic_score_gemma":0.00001274832,"domain_scores_codex":[0.9992351,0.00004128963,0.0002474822,0.00009476385,0.0002376698,0.0001437156],"domain_scores_gemma":[0.9991552,0.00005010991,0.0002198179,0.0004337495,0.0001050176,0.00003610015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008667505,0.0005687698,0.5927798,0.0002853571,0.00008712952,0.000004378123,0.0003891143,0.0000151733,0.1956741,0.005308871,0.001653381,0.2023672],"study_design_scores_gemma":[0.0002871278,0.00001364311,0.879837,0.00003142305,0.00004449392,0.000117791,0.00009905836,0.000001748238,0.1193824,0.0000823504,0.0000789785,0.00002394561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954855,0.0001544919,0.0000263758,0.001307224,0.0001379051,0.0004672963,0.00002847372,0.000006342606,0.002386365],"genre_scores_gemma":[0.9990646,0.00000283995,0.00003875984,0.0000652551,0.00004915854,0.00002283032,0.000002105231,0.000006203503,0.0007482371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2870573,"threshold_uncertainty_score":0.1193691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0188811583449821,"score_gpt":0.2256669283372403,"score_spread":0.2067857699922581,"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."}}