{"id":"W4392386270","doi":"10.1007/s10549-024-07258-1","title":"Primary MALT lymphoma of the breast: pathological and radiological characteristics","year":2024,"lang":"en","type":"article","venue":"Breast Cancer Research and Treatment","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Lymphoma; Radiology; Radiological weapon; Breast cancer; Biopsy; Radiation therapy; Etiology; Pathology; Pathological; MALT lymphoma; Mammography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004591941,0.0003078428,0.0004604237,0.001818957,0.0004555788,0.0007357516,0.0003333515,0.0005208247,0.003545894],"category_scores_gemma":[0.002501854,0.0002840756,0.0002604875,0.001329711,0.0005172118,0.0008016626,0.0007238524,0.0003065744,0.0007020426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003925332,"about_ca_system_score_gemma":0.0003232787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001167269,"about_ca_topic_score_gemma":0.001044827,"domain_scores_codex":[0.9996098,0.00006753256,0.00005557535,0.00007043106,0.00007731164,0.0001193866],"domain_scores_gemma":[0.9984346,0.0004583804,0.0003363664,0.00009246222,0.0002123926,0.0004658629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007673874,0.000120705,0.9780091,0.00002868518,0.00002165234,0.009547186,0.0001897656,0.0001082351,0.005820667,0.00009514165,0.0001848149,0.005106611],"study_design_scores_gemma":[0.00001779354,0.0002013531,0.9511096,0.000008430497,0.00002811227,0.04659747,0.000612961,0.0003126116,0.0004889044,0.0001629964,0.000451853,0.000007932653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972535,0.000715103,0.0001697298,0.00007423074,0.000005553497,0.0000139231,0.0001807255,0.000007337421,0.001579937],"genre_scores_gemma":[0.9993325,0.0002084166,0.0000881705,0.00002092071,0.00003092671,0.000006129053,0.0001251432,0.000003107724,0.0001845582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003545894,"threshold_uncertainty_score":0.01186216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04844613202588637,"score_gpt":0.3457668137984467,"score_spread":0.2973206817725603,"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."}}