{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002976241,0.000113393,0.0003594643,0.00009160482,0.00001248102,0.000005508086,0.00008242983,0.00004134358,0.000548237],"category_scores_gemma":[0.000134309,0.0001089374,0.00006207296,0.0003462418,0.00004059531,0.0001865208,0.00003902593,0.0001752757,0.00006937165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003941114,"about_ca_system_score_gemma":0.0000603668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003106784,"about_ca_topic_score_gemma":0.0009687255,"domain_scores_codex":[0.9990088,0.0000498711,0.0004303459,0.0001614908,0.0001779013,0.0001716003],"domain_scores_gemma":[0.9995411,0.00007257452,0.0001141066,0.0001428101,0.00003985624,0.0000895545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000366622,0.0001370678,0.9609972,0.0009084778,0.00005822838,0.0005271685,0.01632465,0.00005865922,0.0007307229,0.0002139869,0.01457359,0.00543356],"study_design_scores_gemma":[0.001131319,0.0001634993,0.9776052,0.0002518783,0.00001258862,0.00001373602,0.0003308683,0.001160965,0.0003026029,0.00001896713,0.01890492,0.0001034922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821413,0.0008770623,0.000139635,0.00999527,0.00004988739,0.0003587107,0.0000611049,0.00002737991,0.006349723],"genre_scores_gemma":[0.9941401,0.001496888,0.0003701049,0.00382604,0.00002643602,0.00001738385,0.00002355507,0.00001103104,0.000088386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01660794,"threshold_uncertainty_score":0.6002811,"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."}}