{"id":"W3011832467","doi":"10.1097/der.0000000000000521","title":"Relative Prevalence of Contact Allergens in North America in 2018","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Environmental health; Demography","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":[0.000365278,0.0001702023,0.0002175706,0.002358134,0.0004033871,0.0008043454,0.0004932219,0.0003309333,0.002536226],"category_scores_gemma":[0.001330869,0.0001510824,0.0002565391,0.0030808,0.0002248591,0.0005886623,0.0005165001,0.0003705385,0.0003644292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000871039,"about_ca_system_score_gemma":0.0006098787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03683903,"about_ca_topic_score_gemma":0.0382109,"domain_scores_codex":[0.9993371,0.00009674661,0.0000907237,0.0001796072,0.0001921628,0.0001035815],"domain_scores_gemma":[0.9975586,0.0002898611,0.001283689,0.00007310435,0.0005737695,0.000220906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009067382,0.00003248289,0.9872428,0.0001102408,0.0000364774,0.0002500463,0.0003251136,0.00002994903,0.0002845718,0.0000685975,0.003609384,0.007919746],"study_design_scores_gemma":[0.000003630234,0.00002333285,0.994891,0.00006234983,0.00001755748,0.0005848553,0.0008738148,0.00007784205,0.00009244307,0.0000256759,0.003344247,0.000003094101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748679,0.005543458,0.0001486727,0.0006476247,0.00007412316,0.00004353949,0.01323759,0.00004942575,0.005387704],"genre_scores_gemma":[0.9890845,0.002592437,0.0002411321,0.0002818042,0.00009129956,0.00005341789,0.006868579,0.00001066155,0.0007761609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03683903,"threshold_uncertainty_score":0.07324922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01807955424366711,"score_gpt":0.2453584659343358,"score_spread":0.2272789116906687,"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."}}