{"id":"W4296781073","doi":"10.1097/der.0000000000000943","title":"Long-Term North American Trend in Patch Test Reactions: A 32-Year Statistical Overview (1984–2016)","year":2022,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Medicine; Patch test; Test (biology); Allergic contact dermatitis; Contact dermatitis; Public health; Environmental health; Public policy; Skin test; Economic growth; Immunology; Allergy; Nursing; Economics","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":[0.003275901,0.0004499292,0.0008991379,0.006544893,0.0004457798,0.0008736406,0.0006406109,0.0004609702,0.003066536],"category_scores_gemma":[0.004365817,0.0004044563,0.002034919,0.0126213,0.0003969655,0.001176486,0.000820923,0.000708207,0.0007564728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0011545,"about_ca_system_score_gemma":0.001351703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03610846,"about_ca_topic_score_gemma":0.03261178,"domain_scores_codex":[0.9973128,0.0003808519,0.0006087738,0.0007292019,0.0007165089,0.0002516923],"domain_scores_gemma":[0.989748,0.001500563,0.005475031,0.0007161919,0.002121217,0.0004389756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001821095,0.00002620519,0.9866806,0.0003851588,0.000548474,0.00004069447,0.00009016022,0.0002559132,0.0001190802,0.00006083725,0.003482431,0.008128264],"study_design_scores_gemma":[0.000006075772,0.00006198688,0.9953346,0.00007300406,0.0002148805,0.0001148165,0.0001708776,0.0003270227,0.00007516862,0.00002698151,0.003585415,0.000009175892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8555738,0.02563264,0.002269608,0.0004875562,0.0002081896,0.0001924244,0.1082779,0.0003628278,0.006995113],"genre_scores_gemma":[0.9329254,0.008711725,0.001163462,0.000228903,0.0001907528,0.0003158042,0.05488071,0.00007980903,0.001503344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03610846,"threshold_uncertainty_score":0.0717966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01957973612543761,"score_gpt":0.280995562535778,"score_spread":0.2614158264103404,"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."}}