{"id":"W7117486117","doi":"10.1111/cod.70082","title":"Discordant Patch Test Reactions to <scp>2‐Bromo‐2‐Nitro‐Propane‐1,3‐Diol</scp> (Bronopol): A Multicenter Study From REIDAC","year":2025,"lang":"en","type":"article","venue":"Contact Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agencia Española de Medicamentos y Productos Sanitarios; Sanofi","keywords":"Patch test; Multicenter study; Contact allergy; Contact dermatitis; Observational study; Allergy; Allergic contact dermatitis; Allergen","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"],"consensus_categories":[],"category_scores_codex":[0.0001510614,0.0005275024,0.0009525452,0.0004030774,0.0003559279,0.0002910617,0.0003534433,0.0001174648,0.0003589689],"category_scores_gemma":[0.001221731,0.000474654,0.0002680991,0.0005352177,0.00005268457,0.0004293779,0.0002629039,0.0005332443,0.0005808357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003193976,"about_ca_system_score_gemma":0.0002300252,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007585967,"about_ca_topic_score_gemma":0.003618544,"domain_scores_codex":[0.9969189,0.0001511922,0.00105006,0.0007050735,0.0004946175,0.0006802145],"domain_scores_gemma":[0.9969221,0.001052057,0.0002206283,0.001114812,0.0002755473,0.0004148116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007124582,0.003312155,0.8013991,0.0003659714,0.001203213,0.001843605,0.008162587,0.000004974626,0.03433061,0.0002826146,0.1364803,0.0125436],"study_design_scores_gemma":[0.004419387,0.0005996664,0.8258282,0.001121736,0.0003938117,0.00006105343,0.007234939,0.0002933033,0.00798896,0.0001174783,0.151707,0.0002345332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774472,0.0004913587,0.001067162,0.004022324,0.001038806,0.002551724,0.0003236805,0.0003434947,0.01271425],"genre_scores_gemma":[0.9858847,0.0001694426,0.0007248907,0.004382293,0.0002723438,0.0004642319,0.0001913029,0.00006500437,0.007845775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02634165,"threshold_uncertainty_score":0.9997705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184502858181404,"score_gpt":0.2692245339374363,"score_spread":0.2573795053556223,"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."}}