{"id":"W2921137818","doi":"10.1097/der.0000000000000453","title":"Alternatives for Allergens in the 2018 American Contact Dermatitis Society Core Series: Report by the American Contact Alternatives Group","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Contact dermatitis; Allergic contact dermatitis; Core (optical fiber); Contact allergy; Dermatology; Series (stratigraphy); Patch testing; Immunology; Allergy; Composite material","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":[0.00197899,0.0005233884,0.0003594468,0.002956248,0.000871945,0.001988937,0.0004919394,0.001552697,0.009977069],"category_scores_gemma":[0.005463509,0.0001815292,0.0005723351,0.002266091,0.0005475336,0.001570665,0.0009046074,0.001555569,0.004638052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009754137,"about_ca_system_score_gemma":0.001470521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002902306,"about_ca_topic_score_gemma":0.003714031,"domain_scores_codex":[0.9958748,0.0003322563,0.0004794703,0.0001749632,0.002809386,0.0003291115],"domain_scores_gemma":[0.9939139,0.0005197891,0.001828687,0.0002902696,0.002929587,0.0005176279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002205959,0.0002774212,0.0287232,0.0006240608,0.00003341706,0.00388096,0.0002521346,0.00008394953,0.001669058,0.002079375,0.7233688,0.238787],"study_design_scores_gemma":[0.00001996436,0.0001114811,0.01809757,0.0009359771,0.00003645468,0.01553237,0.000544403,0.0001627969,0.001674994,0.0005833667,0.9622813,0.00001932286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1491324,0.3174919,0.004374416,0.1252459,0.05091059,0.001127874,0.005781574,0.0008828435,0.3450526],"genre_scores_gemma":[0.5743414,0.2572822,0.00453492,0.02459485,0.02235188,0.0004808078,0.007740199,0.000427351,0.1082463],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009977069,"threshold_uncertainty_score":0.03337663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01780014514718197,"score_gpt":0.2896861481461036,"score_spread":0.2718860029989216,"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."}}