{"id":"W4394688175","doi":"10.1111/cod.14563","title":"Causative allergens of eyelid dermatitis in Greece","year":2024,"lang":"en","type":"article","venue":"Contact Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dermatology; Eyelid; Medicine; Allergic contact dermatitis; Allergy; Patch testing; Contact dermatitis; Immunology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004164643,0.0002286516,0.0003054354,0.001616865,0.0002541573,0.0006442423,0.0003101776,0.0004151238,0.001831484],"category_scores_gemma":[0.001000699,0.0001966415,0.0003526031,0.001178292,0.0003585052,0.0004872514,0.0006248087,0.0002299318,0.0003781886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003159889,"about_ca_system_score_gemma":0.0002831117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001502248,"about_ca_topic_score_gemma":0.001032535,"domain_scores_codex":[0.9994164,0.0001122029,0.0001205301,0.0001357954,0.0001498042,0.00006536946],"domain_scores_gemma":[0.999539,0.00006473171,0.0002797892,0.00003587478,0.00003956434,0.00004102217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001004138,0.00009623941,0.9681847,0.0002298336,0.00006537409,0.007334966,0.0007217729,0.00008415255,0.002578841,0.0001156216,0.0003590366,0.02012902],"study_design_scores_gemma":[0.000009175427,0.0001861635,0.9604591,0.000110235,0.00002881335,0.03507107,0.001296706,0.0001059346,0.0003076295,0.0001594989,0.002257586,0.00000807892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948201,0.002622235,0.00009906608,0.00006223637,0.00001258625,0.00003103969,0.0001587545,0.000009926974,0.002183938],"genre_scores_gemma":[0.9981694,0.001282738,0.000114026,0.00006004396,0.00001419672,0.000008826366,0.0001569828,0.000002757503,0.0001909664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001831484,"threshold_uncertainty_score":0.006126881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0155710342438036,"score_gpt":0.2742720621717035,"score_spread":0.2587010279278998,"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."}}