{"id":"W2400713486","doi":"10.2310/6620.2011.11053","title":"Ear Dermatitis + Epoxy Reactivity = Hearing Aid Allergy?","year":2011,"lang":"en","type":"article","venue":"Dermatitis","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Reactivity (psychology); Allergy; Epoxy; Patch testing; Audiology; Contact dermatitis; Immunology; Composite material; Pathology; Alternative medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006706297,0.0001748793,0.0002836469,0.0001028713,0.0001349754,0.00002172751,0.00009201678,0.00009849518,0.001425905],"category_scores_gemma":[0.00006295618,0.0001579935,0.0001405364,0.0001295708,0.00009331786,0.0002733314,0.00006045509,0.0001760982,0.0006738097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004415497,"about_ca_system_score_gemma":0.0000892223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002964285,"about_ca_topic_score_gemma":0.00005694913,"domain_scores_codex":[0.9988742,0.00006080698,0.0002681596,0.0002241224,0.0002662957,0.0003063908],"domain_scores_gemma":[0.9991543,0.00002869265,0.00008516067,0.0003746581,0.00006894857,0.0002882108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005926039,0.001443877,0.6473048,0.0009326354,0.0004677234,0.005321313,0.005342691,0.000005034694,0.00264796,0.002456007,0.1811113,0.1529075],"study_design_scores_gemma":[0.0006642391,0.00008181283,0.7968382,0.0001327089,0.00003434495,0.0003919851,0.0001371208,0.00006352868,0.007260902,0.0001625605,0.1940596,0.0001730574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9015149,0.0008726375,0.001083971,0.001224293,0.0002826434,0.0003306407,0.00002785525,0.0002984219,0.09436461],"genre_scores_gemma":[0.9913824,0.0001032059,0.001462394,0.006320092,0.0001585855,0.00002879318,0.00002292539,0.00003329839,0.0004882867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1527344,"threshold_uncertainty_score":0.9994869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03053494721643247,"score_gpt":0.2520697718868526,"score_spread":0.2215348246704202,"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."}}