{"id":"W4386704627","doi":"10.1111/cod.14415","title":"Occupational contact allergy to benzyl alcohol in epoxy hardeners","year":2023,"lang":"en","type":"article","venue":"Contact Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epoxy; Allergic contact dermatitis; Medicine; Benzyl alcohol; Allergy; Diglycidyl ether; Contact dermatitis; Contact allergy; Dermatology; Alcohol; Bisphenol A; Organic chemistry; Chemistry","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":[0.0001938986,0.0003133189,0.0006093401,0.0006671653,0.0001139738,0.0001034277,0.0002047213,0.0001426592,0.00131068],"category_scores_gemma":[0.0002458102,0.000313938,0.0001935931,0.0007404379,0.00002101867,0.0003054366,0.0001138558,0.0002497278,0.001906768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002174169,"about_ca_system_score_gemma":0.0002699321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009546785,"about_ca_topic_score_gemma":0.002572212,"domain_scores_codex":[0.9976803,0.00006723243,0.0006730424,0.0004141697,0.000548392,0.000616839],"domain_scores_gemma":[0.9987499,0.000195589,0.0001081366,0.0004396681,0.0001497181,0.0003569563],"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":[0.0002647825,0.0003008755,0.3995395,0.0003309009,0.0005432685,0.004948653,0.004304049,0.0002815163,0.0179092,0.006010768,0.5413451,0.02422136],"study_design_scores_gemma":[0.002478025,0.0001336186,0.8326911,0.0003464329,0.00001703775,0.0001297055,0.0003442759,0.0005770011,0.001378491,0.00007799003,0.1615164,0.0003100059],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688178,0.0002996805,0.0001770574,0.01198984,0.0006547825,0.0009486601,0.0001133991,0.000397208,0.01660155],"genre_scores_gemma":[0.9881986,0.0002710794,0.0002149598,0.008340188,0.0002041101,0.0002066252,0.0003778988,0.00005203793,0.002134512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4331515,"threshold_uncertainty_score":0.9999313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0303822054181593,"score_gpt":0.3016961756237155,"score_spread":0.2713139702055562,"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."}}