{"id":"W3042308382","doi":"10.1097/der.0000000000000628","title":"Patch Testing Interrupted: Virtual Patch Test Readings during the COVID-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Industrial Vision Systems and Defect Detection","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Patch testing; Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Patch test; Test (biology); Virology; Internal medicine; Immunology; Contact dermatitis; Geology; Allergy","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":[0.0001868065,0.0001714982,0.0001960566,0.00005221612,0.0002423188,0.0001228896,0.0001687425,0.0001304631,0.0001172414],"category_scores_gemma":[0.001175964,0.0001406873,0.00006374386,0.0004175727,0.00002646445,0.0001660027,0.00005599722,0.0003729721,0.0002246101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001489144,"about_ca_system_score_gemma":0.00002540264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007601763,"about_ca_topic_score_gemma":0.00007491754,"domain_scores_codex":[0.9989241,0.00005564395,0.000381281,0.000181157,0.0002043482,0.000253426],"domain_scores_gemma":[0.999063,0.0004609873,0.00007125265,0.0001661262,0.00003931713,0.0001993308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001889028,0.00003075534,0.6587276,0.0008977394,0.000162808,0.0002857838,0.02650265,0.01855746,0.04770993,0.0000622912,0.197057,0.04998713],"study_design_scores_gemma":[0.004807532,0.0006692935,0.06324198,0.0005833793,0.0001164318,0.002708115,0.009385757,0.3037987,0.02572843,0.0001413816,0.5865691,0.00224986],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803191,0.00009439438,0.01217957,0.001200224,0.0007548539,0.0003886631,0.00005978189,0.001477368,0.003526034],"genre_scores_gemma":[0.9970874,0.00001587279,0.00004715591,0.002075255,0.000625785,0.00003555129,0.000005902233,0.00003866979,0.00006846031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5954856,"threshold_uncertainty_score":0.5737062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05705027670715116,"score_gpt":0.2529208172573462,"score_spread":0.195870540550195,"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."}}