{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001891893,0.0002406596,0.0006629023,0.0000858518,0.0001368439,0.00001870725,0.0001665146,0.00009509412,0.00006423418],"category_scores_gemma":[0.0001676815,0.0002204771,0.00005884007,0.0002104911,0.0001016221,0.0001678568,0.0001992883,0.0002930525,0.00000516114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009461684,"about_ca_system_score_gemma":0.0000122212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001123841,"about_ca_topic_score_gemma":0.001980892,"domain_scores_codex":[0.9985242,0.0001244833,0.0005123726,0.0002582491,0.0002765284,0.0003041101],"domain_scores_gemma":[0.9984289,0.001038932,0.0001684246,0.0002401203,0.00004031611,0.00008334335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001660507,0.001777441,0.6298661,0.001512449,0.002174675,0.002156862,0.276641,0.03787884,0.02565626,0.000313893,0.01497179,0.006884715],"study_design_scores_gemma":[0.005349455,0.0004693529,0.8381497,0.0003471994,0.0001146984,0.0001770773,0.02109384,0.02003031,0.1095706,0.0002218963,0.003577152,0.0008987212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968336,0.0003912577,0.001015469,0.0003117665,0.00006440342,0.0004345533,0.00003543894,0.00008788284,0.0008256664],"genre_scores_gemma":[0.9971805,0.0006402556,0.001917851,0.0001430608,0.00001672303,0.00004159941,0.00001397953,0.00001873299,0.00002725067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2555471,"threshold_uncertainty_score":0.8990796,"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."}}