{"id":"W4220769943","doi":"10.1016/j.jdcr.2022.02.038","title":"Postradiation breast erythema, skin thickening, and peau d’orange","year":2022,"lang":"en","type":"article","venue":"JAAD Case Reports","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Morphea; Erythema; Pathology; Lumpectomy; Breast cancer; Breast carcinoma; Dermatology; Biopsy; Cancer; Mastectomy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001971399,0.0001015454,0.0001792427,0.00006661123,0.0001788637,0.00001763788,0.000007833399,0.00002754804,0.0005249125],"category_scores_gemma":[0.00001414519,0.00009216336,0.00007111471,0.0001024014,0.00002056668,0.00004154659,0.00004150496,0.0001224318,0.000002596642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000186776,"about_ca_system_score_gemma":0.00009086973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001740687,"about_ca_topic_score_gemma":0.0001330517,"domain_scores_codex":[0.9991015,0.00002471953,0.0002205164,0.0002692384,0.0002454507,0.0001385901],"domain_scores_gemma":[0.9994308,0.00002744888,0.00013842,0.0002519644,0.00003247752,0.0001188759],"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":[0.0001294672,0.0009366786,0.228105,0.0000991184,0.0002198738,0.7052487,0.002085988,0.00001819601,0.0001911294,0.0001631802,0.01226058,0.05054218],"study_design_scores_gemma":[0.000750816,0.0003668877,0.1139165,0.0000290708,0.0002208662,0.8540869,0.0004287016,0.00003870874,0.000270334,0.00008523605,0.02968656,0.0001194592],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936947,0.001625531,0.000003207814,0.001893455,0.0002002506,0.0003318008,0.00003600579,0.00004428727,0.002170768],"genre_scores_gemma":[0.9986739,0.00006971909,0.00007613077,0.0002831009,0.0001452494,0.000152717,0.0000721453,0.00001771872,0.000509326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1488383,"threshold_uncertainty_score":0.5747424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100308231267214,"score_gpt":0.2516171426525389,"score_spread":0.2415863195258175,"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."}}