{"id":"W4408464649","doi":"10.1007/s40134-025-00432-3","title":"Inflammatory and Infectious Diseases of the Breast: Clinical Presentation, Imaging Features and Management Strategies","year":2025,"lang":"en","type":"article","venue":"Current Radiology Reports","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Presentation (obstetrics); Breast imaging; Medical physics; Radiology; Intensive care medicine; Internal medicine; Mammography; Breast 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00109506,0.000803157,0.0006814038,0.002328064,0.0004658692,0.001753805,0.0005750371,0.0012727,0.001523682],"category_scores_gemma":[0.003371688,0.0003132241,0.0004586308,0.001609045,0.000742128,0.002009896,0.0006495704,0.0009822184,0.0005885892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005706822,"about_ca_system_score_gemma":0.00078552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009589941,"about_ca_topic_score_gemma":0.0008863481,"domain_scores_codex":[0.9991894,0.0002352514,0.0001483419,0.00007980146,0.0001545106,0.0001927103],"domain_scores_gemma":[0.9990261,0.0003466851,0.0003193918,0.0000335691,0.0001365707,0.0001376264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009802612,0.0007947003,0.5828879,0.001606543,0.0001799324,0.1304873,0.001194604,0.001044951,0.007112728,0.003741623,0.01026814,0.2597013],"study_design_scores_gemma":[0.00007264403,0.0004756576,0.3368715,0.001674518,0.0002251031,0.6255253,0.003709328,0.001384052,0.0008477638,0.003628475,0.02548606,0.00009973544],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3909176,0.5587251,0.003639934,0.01315387,0.0005599218,0.000203744,0.0004608734,0.00008917805,0.03224979],"genre_scores_gemma":[0.7820578,0.2050176,0.003797646,0.002381336,0.004034048,0.00009292249,0.0005738993,0.00001772334,0.002026937],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002328064,"threshold_uncertainty_score":0.005791306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008861788908363267,"score_gpt":0.3180271058510489,"score_spread":0.3091653169426857,"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."}}