{"id":"W3022923652","doi":"10.1097/der.0000000000000583","title":"Contact Dermatitis Associated With Nail Care Products: Retrospective Analysis of North American Contact Dermatitis Group Data, 2001–2016","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Royal Victoria Hospital; University of Toronto; Sunnybrook Health Science Centre; McGill University; Health Sciences Centre","funders":"","keywords":"Medicine; Dermatology; Contact dermatitis; Allergic contact dermatitis; Nail (fastener); Cyanoacrylate; Patch test; Allergy; Retrospective cohort study; Surgery; Immunology; Organic chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001571351,0.0006837685,0.00241799,0.0005188065,0.0002516343,0.0001511461,0.0006802319,0.0001182075,0.0004640044],"category_scores_gemma":[0.0008495887,0.0006027783,0.0003384165,0.003649242,0.0002779363,0.001039463,0.0002752452,0.0005402039,0.00005993731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004023213,"about_ca_system_score_gemma":0.0004993406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0032649,"about_ca_topic_score_gemma":0.03071583,"domain_scores_codex":[0.9953806,0.000279219,0.001311916,0.001010162,0.001192493,0.0008256414],"domain_scores_gemma":[0.9954113,0.0002573244,0.001241725,0.001430049,0.00110941,0.0005502169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003561942,0.0002425631,0.8885539,0.0005588555,0.007024783,0.0007405049,0.005108609,0.00002386299,0.0001320091,0.00009333504,0.09018145,0.007304489],"study_design_scores_gemma":[0.002676658,0.0009115886,0.9709538,0.0004843255,0.003472253,0.00008882633,0.001528538,0.002432991,0.0005105336,0.000002735497,0.01626332,0.0006743763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713485,0.001180565,0.000950386,0.01462657,0.0001560915,0.001511237,0.006900836,0.0004170821,0.002908759],"genre_scores_gemma":[0.9761562,0.001097985,0.001119093,0.01180117,0.0001683001,0.0000736292,0.009422156,0.0001000849,0.00006138513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08239993,"threshold_uncertainty_score":0.9996424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01643914767777633,"score_gpt":0.2428551852838055,"score_spread":0.2264160376060292,"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."}}