{"id":"W1968718232","doi":"10.1097/rlu.0b013e318217569e","title":"Rapidly Growing Complex Fibroadenoma With Surrounding Ductal Hyperplasia Mimics Breast Malignancy on Serial F-18 FDG PET/CT Imaging","year":2011,"lang":"en","type":"article","venue":"Clinical Nuclear Medicine","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Royal Victoria Hospital; Brandon Regional Health Authority","funders":"","keywords":"Fibroadenoma; Medicine; Malignancy; Nodule (geology); Fluorodeoxyglucose; Radiology; Pathology; Hyperplasia; Positron emission tomography; Breast cancer; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009706334,0.0003905745,0.0009298056,0.0001574596,0.0002441353,0.00002362357,0.0003774289,0.00004912768,0.003636092],"category_scores_gemma":[0.0004832968,0.0002785107,0.0002011951,0.0003519638,0.001439836,0.0001763305,0.0001314183,0.0009192885,0.0001957255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007780652,"about_ca_system_score_gemma":0.00009108682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000107458,"about_ca_topic_score_gemma":0.000001607131,"domain_scores_codex":[0.9968346,0.0001324241,0.001057031,0.0007860918,0.0006024658,0.0005874066],"domain_scores_gemma":[0.9976165,0.000343901,0.0002814587,0.00083456,0.0001605524,0.0007629956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01254864,0.006019342,0.171673,0.00102416,0.001024667,0.02533427,0.001781475,0.000001567992,0.05554612,0.04024375,0.6231911,0.06161188],"study_design_scores_gemma":[0.04073396,0.01436673,0.5054661,0.01523388,0.003227913,0.1087807,0.007168236,0.009941783,0.0009348447,0.003183886,0.287588,0.003373936],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9481961,0.00006679333,0.0005071077,0.02919014,0.000621177,0.0008059063,0.0000197894,0.0007217535,0.01987124],"genre_scores_gemma":[0.9660984,0.0001094607,0.02260464,0.009021795,0.001715013,0.00001852882,0.00007999838,0.0001317829,0.0002204315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3356031,"threshold_uncertainty_score":0.9999667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09787745244194444,"score_gpt":0.3588763800197763,"score_spread":0.2609989275778319,"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."}}