{"id":"W2085859176","doi":"10.2310/6620.2006.06045","title":"Improving Post-Patch-Test Education with the Contact Allergen Replacement Database","year":2007,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Miami; Medicine; Miller; Allergen; Patch test; Dermatology; Test (biology); Family medicine; Allergy; Immunology","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":[0.002296143,0.0002434498,0.0004110607,0.0007338148,0.001071126,0.001187333,0.000688505,0.004665141,0.02106836],"category_scores_gemma":[0.02237335,0.0002032854,0.0004098747,0.0006083373,0.0002899092,0.002135321,0.0006977434,0.002408636,0.004139087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002022501,"about_ca_system_score_gemma":0.001921361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009606889,"about_ca_topic_score_gemma":0.01291727,"domain_scores_codex":[0.9979163,0.001006433,0.0002392603,0.0001402659,0.0004014333,0.0002963768],"domain_scores_gemma":[0.9927591,0.004317577,0.0005299329,0.000291886,0.001155226,0.0009463143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002136874,0.0009987026,0.02553664,0.0001011172,0.00001723759,0.002719608,0.0002171852,0.0002436283,0.0003291095,0.001049237,0.8472691,0.1213047],"study_design_scores_gemma":[0.00112171,0.001722425,0.1754986,0.001798908,0.0001973795,0.0184601,0.001993406,0.006980147,0.001378041,0.007023265,0.7837273,0.00009878332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03985481,0.001430508,0.0008666222,0.8928448,0.002833609,0.0001945749,0.0005167233,0.00027648,0.06118182],"genre_scores_gemma":[0.5049692,0.006549367,0.004647222,0.4081714,0.02053293,0.0004867501,0.001062531,0.0001390272,0.05344161],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02106836,"threshold_uncertainty_score":0.0704807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01004433163029123,"score_gpt":0.2450018019368226,"score_spread":0.2349574703065314,"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."}}