{"id":"W4410374995","doi":"10.1089/derm.2025.0075","title":"Trends in Patch Test Results With the Mayo Clinic Extended Standard Series: A 14-Year Retrospective Review (2010–2023)","year":2025,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Series (stratigraphy); Test (biology); Patch test; Retrospective cohort study; Internal medicine; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001748258,0.0002508185,0.0004428479,0.002541678,0.000277007,0.000710878,0.0005146133,0.0003677462,0.001423148],"category_scores_gemma":[0.005084579,0.0002904227,0.0006175381,0.00409006,0.0003006304,0.0007509467,0.000356747,0.0003842107,0.0003386824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007365366,"about_ca_system_score_gemma":0.0005741981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008061945,"about_ca_topic_score_gemma":0.009580664,"domain_scores_codex":[0.9972265,0.0003643092,0.0006830561,0.0007103679,0.0008395298,0.0001761437],"domain_scores_gemma":[0.9860618,0.001904495,0.008653983,0.0006417162,0.002381261,0.0003567064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009816004,0.00001664733,0.9905182,0.0002900968,0.0001759697,0.000316598,0.00004769152,0.00003014118,0.0003052646,0.0000123204,0.0008604456,0.00732847],"study_design_scores_gemma":[0.000006069738,0.00007224905,0.9966493,0.0001121978,0.000107529,0.001848892,0.0001023156,0.00007586793,0.0001562093,0.000003994394,0.0008613167,0.000003962965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9480833,0.04368645,0.0003600937,0.0001866841,0.00004890377,0.0000570782,0.005300341,0.00004684364,0.002230287],"genre_scores_gemma":[0.9901655,0.006741856,0.0002586137,0.000133047,0.00005500682,0.00003456338,0.002406957,0.00001161676,0.0001927573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008061945,"threshold_uncertainty_score":0.01603001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119351306684344,"score_gpt":0.2826705731130108,"score_spread":0.2707354424445764,"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."}}