{"id":"W3131919474","doi":"10.1097/der.0000000000000721","title":"Hand Dermatitis in the Time of COVID-19: A Review of Occupational Irritant Contact Dermatitis","year":2021,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irritant contact dermatitis; Medicine; Hygiene; Personal protective equipment; Environmental health; Psychological intervention; Occupational Dermatitis; Contact dermatitis; Hand eczema; Context (archaeology); Occupational safety and health; Personal hygiene; Coronavirus disease 2019 (COVID-19); Dermatology; Family medicine; Disease; Nursing; Infectious disease (medical specialty); Allergy; Pathology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007870485,0.0007204182,0.004950617,0.0005330435,0.0001355069,0.00008416254,0.0006188827,0.0003644992,0.003851583],"category_scores_gemma":[0.001673719,0.0005319325,0.001338867,0.001143242,0.0002451318,0.0002608426,0.000166236,0.0006275242,0.0001113686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002808012,"about_ca_system_score_gemma":0.002705781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004352505,"about_ca_topic_score_gemma":0.0002568788,"domain_scores_codex":[0.9935272,0.001081292,0.003244317,0.0004766298,0.001204476,0.0004661286],"domain_scores_gemma":[0.994953,0.001512543,0.001690379,0.001119615,0.0004501632,0.0002743477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002319861,0.0003324959,0.0002274419,0.526888,0.0006456048,0.001531479,0.001476397,4.96255e-7,0.000001551751,0.001126479,0.3037212,0.1640465],"study_design_scores_gemma":[0.0007900632,0.0000692772,0.002779619,0.21472,0.001011302,0.004040891,0.0001130082,0.00001737065,0.000007499462,0.00002703395,0.7760638,0.0003600815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003176762,0.9880345,0.0001516276,0.005063295,0.0001532512,0.002489877,0.001659381,0.00003391402,0.002382425],"genre_scores_gemma":[0.0003878236,0.9712555,0.0003245521,0.02422309,0.0001017679,0.0003984483,0.003109438,0.00006681059,0.0001325157],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4723426,"threshold_uncertainty_score":0.9997132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04957239533706104,"score_gpt":0.3543007624279083,"score_spread":0.3047283670908473,"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."}}