{"id":"W2790542635","doi":"10.1097/der.0000000000000352","title":"The Role of Cleaning Products in Epidemic Allergic Contact Dermatitis to Methylchloroisothiazolinone/Methylisothiazolinone","year":2018,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Allergic contact dermatitis; Sensitization; Cosmetics; Dermatology; Contact dermatitis; Logistic regression; Internal medicine; Allergy; Immunology; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007050518,0.0003505123,0.0008154093,0.0003617953,0.0002582747,0.000075132,0.0003915186,0.0001579989,0.0001560574],"category_scores_gemma":[0.0009190091,0.0002795319,0.0001601708,0.0007872559,0.0002019954,0.000294039,0.0001806946,0.0003996723,0.0002867609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001319521,"about_ca_system_score_gemma":0.0002229903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001211475,"about_ca_topic_score_gemma":0.001406459,"domain_scores_codex":[0.9968849,0.0002004715,0.001229747,0.0004363511,0.0005442128,0.0007042623],"domain_scores_gemma":[0.9976553,0.0004820781,0.0003346485,0.0008130691,0.000479248,0.0002356464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004403694,0.001018529,0.1837547,0.00146193,0.001269836,0.0006269302,0.06204988,0.00009647668,0.1624627,0.03716594,0.1403806,0.4092721],"study_design_scores_gemma":[0.002167863,0.0004886329,0.5164886,0.0009319493,0.0000769473,0.0004560258,0.002929475,0.001881636,0.1387361,0.001945398,0.3333651,0.0005323742],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.94945,0.004865506,0.0003715438,0.02425974,0.0005814311,0.001481621,0.00003772584,0.0001496623,0.01880277],"genre_scores_gemma":[0.9879581,0.001175073,0.003462919,0.006576631,0.000386657,0.00009874266,0.00002304283,0.00006009138,0.0002586995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4087397,"threshold_uncertainty_score":0.9999657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01515038110771586,"score_gpt":0.2648895103759237,"score_spread":0.2497391292682078,"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."}}