{"id":"W2901519773","doi":"10.1097/der.0000000000000417","title":"North American Contact Dermatitis Group Patch Test Results: 2015–2016","year":2018,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":271,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Ottawa; Royal Victoria Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Patch test; Allergen; Contact dermatitis; Allergic contact dermatitis; Confidence interval; Ammonium persulfate; Dermatology; Patch testing; Internal medicine; Allergy; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001348815,0.0004008698,0.0007252661,0.0002183007,0.0002917852,0.0001464963,0.000256474,0.0000854744,0.0005325794],"category_scores_gemma":[0.0003913825,0.000353797,0.0001966534,0.0005534295,0.0003506444,0.0004548674,0.0001149753,0.0002900868,0.001756989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001314193,"about_ca_system_score_gemma":0.0001374157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002705605,"about_ca_topic_score_gemma":0.01536835,"domain_scores_codex":[0.997363,0.0000825257,0.0008847842,0.0004632606,0.0005389115,0.0006675412],"domain_scores_gemma":[0.9977619,0.0003192061,0.000381786,0.0007934042,0.0003497737,0.0003939491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002422844,0.0002213301,0.2327971,0.0001115707,0.0001309477,0.000454108,0.001200925,1.710678e-7,0.000204528,0.0001197755,0.722392,0.04234337],"study_design_scores_gemma":[0.001731585,0.000590331,0.6269432,0.0002230254,0.00005289297,0.0004318115,0.0001940774,0.0002122828,0.0006371741,0.00002194082,0.3686663,0.0002953693],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8921829,0.0006285692,0.001007986,0.04698525,0.0009227347,0.001166366,0.001842755,0.0007727498,0.05449071],"genre_scores_gemma":[0.9752808,0.0009954636,0.001483524,0.0195449,0.0008218926,0.00006468762,0.0005842692,0.00006571726,0.001158783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3941462,"threshold_uncertainty_score":0.9998914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010409814334544,"score_gpt":0.2530916194803899,"score_spread":0.2426818051458459,"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."}}