{"id":"W2026462356","doi":"10.1097/der.0b013e31829cb113","title":"Patch Testers’ Opinions Regarding Diagnostic Criteria for Metal Hypersensitivity Reactions to Metallic Implants","year":2013,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch testing; Dermatology; Allergic contact dermatitis; Contact dermatitis; Patch test; Skin reaction; Delayed hypersensitivity; Hypersensitivity reaction; Allergy; Dentistry; Surgery; Internal medicine; 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":[0.0000996856,0.0001977559,0.0004262526,0.0001567396,0.0002049588,0.0001257787,0.00007148386,0.00006811028,0.0003453077],"category_scores_gemma":[0.0008116393,0.0001803783,0.0001873837,0.000155214,0.00002782684,0.0004174775,0.00005533292,0.0001110347,0.000412893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006106379,"about_ca_system_score_gemma":0.00004051412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008752787,"about_ca_topic_score_gemma":0.00018156,"domain_scores_codex":[0.9987884,0.00005095282,0.0003620576,0.0002529651,0.0001845531,0.0003611359],"domain_scores_gemma":[0.9984931,0.0006602535,0.00007572446,0.0003216339,0.0001892371,0.0002600361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002493953,0.0006330128,0.01351977,0.0009390311,0.001187247,0.0004046224,0.004920774,0.000007444178,0.0704442,0.002247417,0.8265368,0.07913475],"study_design_scores_gemma":[0.0017912,0.0002440308,0.5897533,0.0005860066,0.0002929167,0.002124876,0.001104388,0.0008222667,0.007406998,0.000492505,0.3948835,0.0004980362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625751,0.0001021104,0.002434109,0.02749714,0.0008790159,0.001844243,0.00037056,0.0001946963,0.004102997],"genre_scores_gemma":[0.9896803,0.00007786836,0.00381911,0.004674099,0.0002254605,0.0005392383,0.0002517565,0.00003411426,0.0006980925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5762335,"threshold_uncertainty_score":0.7355615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03270492603885633,"score_gpt":0.2955569538164131,"score_spread":0.2628520277775567,"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."}}