{"id":"W4401949118","doi":"10.1001/jamadermatol.2024.2436","title":"Pustular Erythroderma in an Infant","year":2024,"lang":"en","type":"article","venue":"JAMA Dermatology","topic":"Eosinophilic Disorders and Syndromes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Erythroderma; Rash; Dermatology; Pediatrics","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":[0.0000866538,0.000124984,0.0003379769,0.0002698021,0.00002443489,0.00004907021,0.00008257826,0.0001942494,0.0002742678],"category_scores_gemma":[0.00004202362,0.0001051283,0.00006385773,0.0002549698,0.00008635006,0.0002003048,0.00003532715,0.0002880588,0.0002115407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002553636,"about_ca_system_score_gemma":0.0001002947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005948771,"about_ca_topic_score_gemma":0.00008966356,"domain_scores_codex":[0.9989801,0.00005596767,0.0002685323,0.0002862693,0.000121215,0.0002878939],"domain_scores_gemma":[0.9995304,0.00004979436,0.00001635856,0.0002755696,0.0000268747,0.0001009938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002168464,0.001000431,0.7412898,0.001761741,0.0002439067,0.04979032,0.006388146,0.00001696937,0.004998468,0.05705122,0.06039597,0.0768462],"study_design_scores_gemma":[0.004843379,0.0005356601,0.4793562,0.0006668548,0.0001625794,0.04839917,0.00156616,0.02259877,0.001883946,0.01196404,0.427314,0.0007093312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661399,0.00450361,0.00005839748,0.02096432,0.0003039498,0.000189089,0.000003306256,0.0001441518,0.007693309],"genre_scores_gemma":[0.9969504,0.000140054,0.0002035323,0.002251343,0.00006136127,0.0000246744,0.00003661044,0.00002319988,0.000308778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.366918,"threshold_uncertainty_score":0.4287006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01375931226157695,"score_gpt":0.2977127013871745,"score_spread":0.2839533891255975,"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."}}