{"id":"W1912093842","doi":"10.1097/der.0000000000000125","title":"Patch Testing To a Textile Dye Mix by the International Contact Dermatitis Research Group","year":2015,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital","funders":"","keywords":"Medicine; Patch testing; Contact dermatitis; Textile; Group (periodic table); Dermatology; Pulp and paper industry; Composite material; Engineering; Organic chemistry; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006890185,0.0002026647,0.0003031398,0.0001904816,0.0002577702,0.0003131505,0.0004486133,0.00008614516,0.0005946819],"category_scores_gemma":[0.001258231,0.0001555799,0.00008244395,0.0004877065,0.00007816461,0.0003136352,0.0002097206,0.000426989,0.0008348254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002435523,"about_ca_system_score_gemma":0.0001767478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003468286,"about_ca_topic_score_gemma":0.001099851,"domain_scores_codex":[0.9974089,0.0001612011,0.0004707131,0.0002932847,0.001156576,0.0005093504],"domain_scores_gemma":[0.9978567,0.0005279459,0.00009044784,0.0004563609,0.0006693669,0.0003991694],"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":[0.000006978734,0.00008303497,0.01999261,0.00003681781,0.00006370577,0.0001721946,0.002341573,0.00000186165,0.001101772,0.0003697653,0.9493774,0.02645233],"study_design_scores_gemma":[0.001457412,0.0002424191,0.1103715,0.0003392411,0.00002057407,0.0008363586,0.002503963,0.001246402,0.001536526,0.0003963794,0.880825,0.0002242872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6686425,0.001171879,0.0007913301,0.1766579,0.001081781,0.00147957,0.0002473698,0.0002872439,0.1496405],"genre_scores_gemma":[0.9768082,0.00005359062,0.001222157,0.01882836,0.0003592951,0.0002012533,0.0001431926,0.00003946529,0.002344505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3081657,"threshold_uncertainty_score":0.9999431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07991529343061063,"score_gpt":0.3373122358156854,"score_spread":0.2573969423850747,"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."}}