{"id":"W4200240330","doi":"10.1097/der.0000000000000803","title":"An Approach to Hypereosinophilic Syndrome Presenting With Cutaneous Features","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Eosinophilic Disorders and Syndromes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hypereosinophilia; Medicine; Hypereosinophilic syndrome; Eosinophilia; Differential diagnosis; Dermatology; Organ system; Disease; Pathology; Presentation (obstetrics); Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.00004410507,0.0001939967,0.0003813621,0.0001051046,0.0001294876,0.0001076644,0.0001227704,0.0000856618,0.000144324],"category_scores_gemma":[0.00004170506,0.0001603973,0.00006597396,0.0003718533,0.00005027879,0.00013901,0.00004505117,0.000179082,0.00006155865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002682773,"about_ca_system_score_gemma":0.0000991491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006334913,"about_ca_topic_score_gemma":0.00002490888,"domain_scores_codex":[0.9986192,0.00004991004,0.0002037004,0.0003981383,0.0003809166,0.0003481343],"domain_scores_gemma":[0.9989527,0.00002620054,0.00004059143,0.0005606854,0.0001272832,0.0002924835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002519121,0.01269099,0.5246664,0.006363767,0.002759435,0.132609,0.03125438,0.002011145,0.01721044,0.01562539,0.1959069,0.05865024],"study_design_scores_gemma":[0.001288095,0.000539473,0.7683356,0.0002351786,0.0001898909,0.2054106,0.001523413,0.0004823534,0.001977333,0.0003070134,0.01914778,0.0005633115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9409482,0.0005027982,0.0002384668,0.003550363,0.00006720269,0.000342225,0.00001685511,0.0001370775,0.05419681],"genre_scores_gemma":[0.9815679,0.00003167007,0.01008514,0.004834796,0.00005875383,0.00003807405,0.0001453577,0.00004388959,0.003194421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2436692,"threshold_uncertainty_score":0.6540812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078733534408364,"score_gpt":0.2397105010950167,"score_spread":0.2289231657509331,"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."}}