{"id":"W4385514285","doi":"10.1111/cod.14390","title":"Allergic contact dermatitis associated with rubber‐based cosmetic sponge","year":2023,"lang":"en","type":"article","venue":"Contact Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dermatology; Medicine; Allergic contact dermatitis; Contact dermatitis; Patch test; Rash; Forehead; Cosmetics; Surgery; Allergy; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003227027,0.0006726497,0.001239246,0.0006140501,0.0003813689,0.000249987,0.0003284047,0.0002893479,0.002126957],"category_scores_gemma":[0.0003940623,0.0005887194,0.0003306726,0.001074883,0.000108905,0.0005200901,0.00009317739,0.0005400614,0.001489457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000344617,"about_ca_system_score_gemma":0.0005115219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002816698,"about_ca_topic_score_gemma":0.001041421,"domain_scores_codex":[0.9961324,0.0002297405,0.0009194963,0.0006064354,0.001013902,0.001098041],"domain_scores_gemma":[0.9970864,0.0007432321,0.000397838,0.0008273674,0.0004028624,0.0005423131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004901647,0.001678016,0.3491503,0.002230756,0.004575511,0.03544296,0.004851838,0.0002580358,0.007176572,0.004008038,0.5593228,0.03081502],"study_design_scores_gemma":[0.009009764,0.0007376724,0.8980653,0.001781077,0.0002837479,0.0005549625,0.0004693553,0.004920793,0.002035548,0.00008252632,0.08119123,0.0008680054],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96205,0.0007563385,0.0006600054,0.01203223,0.000629756,0.001826213,0.0003662161,0.001934139,0.01974509],"genre_scores_gemma":[0.9865031,0.0003796462,0.000221878,0.009267564,0.0001471144,0.0002444031,0.001412335,0.0001514934,0.001672526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.548915,"threshold_uncertainty_score":0.9996564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01946082202310439,"score_gpt":0.2507455671466,"score_spread":0.2312847451234956,"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."}}