{"id":"W2532220783","doi":"10.1097/der.0000000000000225","title":"North American Contact Dermatitis Group Patch Test Results 2013–2014","year":2016,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":281,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McGill University Health Centre; University of Toronto","funders":"","keywords":"Medicine; Allergic contact dermatitis; Patch test; Patch testing; Contact dermatitis; Dermatology; Allergen; 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":[0.0001251662,0.000391968,0.0007210384,0.000199982,0.0001800066,0.00009370651,0.0002358165,0.00008023784,0.0005450121],"category_scores_gemma":[0.0003551925,0.0002765767,0.0002200748,0.0003173171,0.0001890335,0.0004907493,0.0001009413,0.0002020936,0.001772738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001394609,"about_ca_system_score_gemma":0.00008670078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002387716,"about_ca_topic_score_gemma":0.01549018,"domain_scores_codex":[0.9974229,0.00008816105,0.000849997,0.0004611468,0.0005331685,0.000644609],"domain_scores_gemma":[0.9976512,0.0006029988,0.0003761552,0.000771135,0.000200506,0.0003979937],"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":[0.00001645134,0.0001505051,0.3692066,0.00008277378,0.00009185187,0.0004651204,0.000333974,1.988444e-7,0.0004753749,0.0001174826,0.5533569,0.07570276],"study_design_scores_gemma":[0.002435921,0.0003031219,0.6743904,0.0002664555,0.00004441712,0.000412892,0.00007215616,0.00004671638,0.0006509799,0.00002705158,0.3210527,0.0002971988],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8858474,0.0004600312,0.001242545,0.09519394,0.0005239886,0.0008778177,0.001824088,0.0005733744,0.01345685],"genre_scores_gemma":[0.9828486,0.003221121,0.0007826527,0.0111553,0.0003238753,0.00008171356,0.0002814801,0.00006305292,0.001242228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3051838,"threshold_uncertainty_score":0.9999686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009144454799608863,"score_gpt":0.2310670470680071,"score_spread":0.2219225922683982,"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."}}