{"id":"W4285115919","doi":"10.21569/2222-7415-2022-12-1-141-146","title":"BENIGN PHYLLODES TUMOUR PRESENTING AS A PAINLESS PALPABLE BREAST LUMP: PRE-SURGICAL AND POST-SURGICAL IMAGING FINDINGS","year":2022,"lang":"en","type":"article","venue":"Russian Electronic Journal of Radiology","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Steel Producers Association","funders":"","keywords":"Medicine; Mammography; Radiology; Phyllodes tumor; Incidence (geometry); Surgical excision; Ultrasound; Breast ultrasound; Breast tumours; Right breast; Surgery; 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":[],"consensus_categories":[],"category_scores_codex":[0.001403234,0.0002543038,0.0007316954,0.000308126,0.0003869899,0.00003457324,0.0002585439,0.00009477956,0.000633898],"category_scores_gemma":[0.00003017566,0.0002081898,0.0002931654,0.0002643096,0.000179258,0.0001364193,0.0001686794,0.001662844,0.000003512595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003579202,"about_ca_system_score_gemma":0.0009066387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006465832,"about_ca_topic_score_gemma":0.000003351041,"domain_scores_codex":[0.9970797,0.0004658898,0.0006118512,0.0003603368,0.0004039549,0.001078259],"domain_scores_gemma":[0.9989046,0.0001626174,0.0003145165,0.0002014055,0.00008160199,0.0003352716],"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":[0.01413721,0.002449342,0.5469074,0.0003563426,0.002314402,0.04212376,0.004287872,0.0003833178,0.04063502,0.2860886,0.003131526,0.05718513],"study_design_scores_gemma":[0.005015572,0.001927725,0.2077502,0.00005893514,0.0002567157,0.7714327,0.001267245,0.0005747869,0.0001285899,0.002374598,0.008943614,0.0002692883],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783816,0.01210978,0.00005175394,0.008041356,0.0001291408,0.0002020527,0.000009638239,0.00002636506,0.001048339],"genre_scores_gemma":[0.9982092,0.000293469,0.00009426413,0.000169407,0.0005489993,0.00001410107,0.00001209071,0.00004099661,0.0006174274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7293089,"threshold_uncertainty_score":0.8489732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004001473082616071,"score_gpt":0.2359661913356824,"score_spread":0.2319647182530664,"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."}}