{"id":"W2469782387","doi":"10.2310/6620.2011.10069","title":"Generalized Eczematous Dermatitis from Imipenem after Topical Exposure","year":2011,"lang":"en","type":"article","venue":"Dermatitis","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Eczematous dermatitis; Diaper Dermatitis","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003506832,0.0002289267,0.0003980428,0.0001172853,0.00007916932,0.00003145345,0.0001165291,0.0001858426,0.002002861],"category_scores_gemma":[0.00005112539,0.0002141145,0.0001823917,0.0001408748,0.00006769375,0.0002688566,0.00006272816,0.0002508208,0.001133967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009881292,"about_ca_system_score_gemma":0.00007138505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001105251,"about_ca_topic_score_gemma":0.000289453,"domain_scores_codex":[0.9985594,0.00006702335,0.0004118725,0.0002906877,0.0002976148,0.0003734151],"domain_scores_gemma":[0.9989223,0.00004676869,0.00008943077,0.0005535309,0.00008397743,0.000303985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008406988,0.003013554,0.4019107,0.001004678,0.002673771,0.02381867,0.04275712,0.00001045784,0.009758741,0.01057392,0.1236926,0.3807017],"study_design_scores_gemma":[0.001461493,0.00002195642,0.8948196,0.0001266524,0.0001648896,0.0007694008,0.0001742279,0.00008046585,0.007069591,0.0007081157,0.09435351,0.0002501663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9168206,0.0003467846,0.0008886066,0.002249036,0.0007249219,0.0004052964,0.0001011416,0.0002776893,0.0781859],"genre_scores_gemma":[0.9795827,0.0001267559,0.01067094,0.008139174,0.0003282966,0.0001220716,0.0001100651,0.00004327695,0.0008767566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4929088,"threshold_uncertainty_score":0.9996437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02525655313897004,"score_gpt":0.2449683839420377,"score_spread":0.2197118308030676,"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."}}