{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002457673,0.001111608,0.0009282182,0.001094606,0.001009918,0.0008810344,0.0009195305,0.0009417949,0.001171772],"category_scores_gemma":[0.003919486,0.0007117616,0.0009175146,0.0008069993,0.0009080245,0.0008121863,0.0009228627,0.0007812027,0.0004315846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006250449,"about_ca_system_score_gemma":0.0003875223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003198197,"about_ca_topic_score_gemma":0.001703952,"domain_scores_codex":[0.997403,0.0009370934,0.0002364677,0.0007761571,0.0003681345,0.0002791231],"domain_scores_gemma":[0.9961267,0.0006857023,0.001333947,0.0007021595,0.0004868935,0.0006646872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00151009,0.0008131888,0.9910596,0.0000397194,0.0001367702,0.002014474,0.0008587012,0.00002715803,0.001636052,0.00002293123,0.0001952309,0.001686113],"study_design_scores_gemma":[0.0001590313,0.002177577,0.9893539,0.00001515846,0.0001274408,0.006476705,0.0007523187,0.000149956,0.0003383626,0.00001924641,0.0004095571,0.00002066028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996038,0.0001107273,0.00004329838,0.00001538097,0.00000582141,0.00002495051,0.00007298833,0.000001699294,0.0001213067],"genre_scores_gemma":[0.9994957,0.00005964124,0.00006967947,0.00003798277,0.00003880804,0.00001727997,0.0002235236,0.000003853562,0.00005339394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003198197,"threshold_uncertainty_score":0.01299763,"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."}}