{"id":"W2322934555","doi":"10.1097/der.0000000000000029","title":"Benign Reactive “Reticular Telangiectatic Erythema” Mistaken for Cellulitis After Ventral Hernia Repair: A Report of 3 Cases in Which Mesh Was Used","year":2014,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Chemotherapy-related skin toxicity","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Reticular connective tissue; Erythema; Dermatology; Cellulitis; Surgery; Anatomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000371988,0.0005701646,0.001513651,0.000345966,0.00004198524,0.00002670449,0.0001763902,0.001153529,0.0004073957],"category_scores_gemma":[0.001015745,0.000565408,0.000692233,0.0003240476,0.0001483935,0.0000880867,0.0000313573,0.001236739,0.00002654579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003961928,"about_ca_system_score_gemma":0.0002784691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006239006,"about_ca_topic_score_gemma":0.0003362296,"domain_scores_codex":[0.9963279,0.0002150745,0.001306854,0.000767518,0.0007152598,0.0006674023],"domain_scores_gemma":[0.9967468,0.0009184583,0.0007398435,0.001125096,0.0003415594,0.0001282061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001844246,0.0002361382,0.005161529,0.004478671,0.001052909,0.08183287,0.003941269,0.000003757979,0.0006326934,0.000006050591,0.9023302,0.0001395545],"study_design_scores_gemma":[0.007762815,0.0008884653,0.008664084,0.006810623,0.001865164,0.04375148,0.0002283981,0.0008016701,0.02011211,0.0007277724,0.906873,0.001514394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.721004,0.001518904,0.0007462977,0.2668561,0.0005773414,0.005411566,0.0009876018,0.0004339868,0.002464142],"genre_scores_gemma":[0.8319755,0.00008475519,0.006878656,0.1543854,0.001300056,0.0008172711,0.002455702,0.0003544604,0.001748227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1124707,"threshold_uncertainty_score":0.9996797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01638526710698249,"score_gpt":0.2559098248875445,"score_spread":0.239524557780562,"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."}}