{"id":"W1973610740","doi":"10.1097/der.0b013e318277ca50","title":"North American Contact Dermatitis Group Patch Test Results for 2007–2008","year":2013,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Patch test; Contact dermatitis; Allergic contact dermatitis; Formaldehyde; Medicine; Dermatology; Allergen; Chemistry; Allergy; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008902044,0.0003699815,0.0007216683,0.0001717388,0.0002310286,0.000175847,0.0002026936,0.00007971802,0.0004573002],"category_scores_gemma":[0.0004312956,0.0003355355,0.0002439061,0.0003306795,0.0001239179,0.000518964,0.00006245029,0.0002262349,0.0007877693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000102107,"about_ca_system_score_gemma":0.00008282359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003897277,"about_ca_topic_score_gemma":0.005818386,"domain_scores_codex":[0.9976369,0.00004687614,0.0008555165,0.0004031947,0.0003945793,0.0006629024],"domain_scores_gemma":[0.9978063,0.0005571968,0.0003448415,0.0005772205,0.0003462866,0.0003681508],"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":[0.00001083534,0.0001835805,0.1507542,0.0001927766,0.0001004283,0.0001028251,0.0005068109,0.000001099161,0.0001177336,0.00008015146,0.8112098,0.03673979],"study_design_scores_gemma":[0.002462335,0.0004072534,0.7194012,0.0001256962,0.00005153669,0.000272461,0.0002225812,0.0009083978,0.0002832341,0.00004425887,0.2755126,0.0003084826],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9286056,0.0005537588,0.00190718,0.04379376,0.0006941062,0.003462565,0.002066582,0.0005447094,0.0183717],"genre_scores_gemma":[0.9734802,0.0006817282,0.003628414,0.01888367,0.0004246439,0.0005522483,0.001178002,0.00006507439,0.001106078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.568647,"threshold_uncertainty_score":0.9999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01104148021643824,"score_gpt":0.2376327038735813,"score_spread":0.2265912236571431,"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."}}