{"id":"W2418928691","doi":"10.1097/der.0000000000000151","title":"American Contact Dermatitis Society Contact Allergy Management Program: An Epidemiologic Tool to Determine Relative Prevalence of Contact Allergens","year":2016,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Contact allergy; Allergy; Contact dermatitis; Environmental health; Epidemiology; Allergen; Family medicine; Dermatology; Immunology; Pathology","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":[0.004328679,0.0005350459,0.0006336606,0.01608099,0.0005927526,0.001042925,0.0008352128,0.0005263933,0.004215418],"category_scores_gemma":[0.01113286,0.000298937,0.000793094,0.009822002,0.0002894,0.001428165,0.001232702,0.0007067211,0.0006913909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006372082,"about_ca_system_score_gemma":0.001141265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005245727,"about_ca_topic_score_gemma":0.006095433,"domain_scores_codex":[0.9963012,0.001294741,0.0009714306,0.0003262707,0.0009382666,0.0001680743],"domain_scores_gemma":[0.9889784,0.002868257,0.004839932,0.000675276,0.001942089,0.0006960412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000233751,0.000182071,0.9766123,0.000212955,0.0001815995,0.0000930847,0.000322971,0.0002593841,0.0005672961,0.0002079332,0.003921192,0.01720564],"study_design_scores_gemma":[0.00002878329,0.0001999222,0.9929947,0.00005123401,0.00007221805,0.0004151895,0.0004932728,0.001623927,0.0003777876,0.0001092836,0.003616829,0.00001687427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9196554,0.0008708533,0.01092777,0.000780891,0.00009331066,0.00261858,0.04408364,0.0008681532,0.02010147],"genre_scores_gemma":[0.9460334,0.0005501084,0.0342983,0.0001613573,0.0001058276,0.00303504,0.01422078,0.00006018276,0.001535094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01608099,"threshold_uncertainty_score":0.02289253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02592158618265309,"score_gpt":0.29580375169185,"score_spread":0.2698821655091969,"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."}}