{"id":"W2296187060","doi":"10.1111/cup.12683","title":"Postirradiation pseudosclerodermatous panniculitis with involvement of breast parenchyma: a dramatic example of a rare entity and a pitfall in diagnosis","year":2016,"lang":"en","type":"article","venue":"Journal of Cutaneous Pathology","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Panniculitis; Malignancy; Parenchyma; Fat necrosis; Pathology; Subcutaneous tissue; Complication; Radiation therapy; Radiology; Surgery","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":[0.0002704333,0.0006606886,0.0003943688,0.0008904617,0.0007052281,0.0006657496,0.0004565557,0.001345138,0.001413973],"category_scores_gemma":[0.001743216,0.0004146931,0.0002701776,0.000685121,0.0007523785,0.000744601,0.0006697995,0.001123552,0.0006522102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002267582,"about_ca_system_score_gemma":0.0001978021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003265117,"about_ca_topic_score_gemma":0.0005291725,"domain_scores_codex":[0.9996908,0.00005981198,0.00002394418,0.00004807023,0.00006610117,0.0001112545],"domain_scores_gemma":[0.9990605,0.0002818722,0.0003031986,0.0001372127,0.00005600416,0.0001613137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00006310936,0.00003428861,0.02536411,0.00005372751,0.000008188158,0.9658824,0.0002076141,0.00008081846,0.003489765,0.0002530762,0.0003350612,0.004227899],"study_design_scores_gemma":[0.00000577405,0.0000467248,0.007843985,0.000006137611,0.00000479241,0.9907324,0.00006349605,0.00006387565,0.0005860397,0.00006238711,0.0005812711,0.000003037283],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802823,0.005681668,0.002194708,0.0007097152,0.0001021238,0.00007673065,0.00009737728,0.0001831351,0.01067221],"genre_scores_gemma":[0.9968922,0.001348963,0.0006220558,0.0001844252,0.0002564278,0.00001487465,0.00004588461,0.000011429,0.0006237475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001413973,"threshold_uncertainty_score":0.004730225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134398943100736,"score_gpt":0.234440203381249,"score_spread":0.2210003090711754,"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."}}