{"id":"W2971486224","doi":"10.2310/6620.2008.00005","title":"Comparative Study of IQ and Finn Chambers Test Methodologies in Detecting Ten Common Standard Allergens That Cause Allergic Contact Dermatitis","year":2008,"lang":"en","type":"article","venue":"Dermatitis","topic":"Chemical Safety and Risk Management","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch test; Dermatology; Allergic contact dermatitis; Test (biology); Contact dermatitis; Allergy; Immunology","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":[0.008004032,0.00117192,0.0008058463,0.002280288,0.0003657736,0.0008260399,0.001041613,0.001422784,0.001308305],"category_scores_gemma":[0.01307325,0.0006169983,0.0009380816,0.0008986844,0.0007119288,0.001046155,0.00075062,0.0007123761,0.0005887704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004570786,"about_ca_system_score_gemma":0.000536147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002517242,"about_ca_topic_score_gemma":0.003882761,"domain_scores_codex":[0.9904801,0.004100108,0.0005432325,0.001391884,0.003074515,0.0004100284],"domain_scores_gemma":[0.9835824,0.009997619,0.00110224,0.0006685578,0.004163844,0.0004853316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0293217,0.003817661,0.2840583,0.003623675,0.001920158,0.000505065,0.00235916,0.001705661,0.4587348,0.0008836146,0.001437509,0.2116327],"study_design_scores_gemma":[0.0006480162,0.07507089,0.4780577,0.0004053279,0.003606669,0.004821426,0.002371028,0.01058189,0.4129538,0.0007502308,0.01041578,0.0003172902],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494749,0.01690995,0.02394822,0.0002131097,0.0005333237,0.0005432239,0.0007226276,0.0002250513,0.007429507],"genre_scores_gemma":[0.9609091,0.005214307,0.02910564,0.0002874901,0.0001460305,0.0002782116,0.000832577,0.0000505682,0.003175977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008004032,"threshold_uncertainty_score":0.04232985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06869296814912047,"score_gpt":0.3026635127444611,"score_spread":0.2339705445953406,"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."}}