{"id":"W4387661785","doi":"10.1089/derm.2023.0204","title":"A Survey of Skin Reactions Associated with Acrylic Nail Cosmetics, with a Focus on Home Kits: Is There a Need for Regulation?","year":2023,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nail (fastener); Medicine; Cosmetics; Dermatology; Pathology; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006298964,0.0001351527,0.0001396084,0.0004992573,0.0002332933,0.0002403567,0.000170491,0.0003019736,0.002073659],"category_scores_gemma":[0.001235621,0.0001521408,0.0001987246,0.0005703312,0.0001437984,0.0003554006,0.000254266,0.0002769748,0.0003382312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000149274,"about_ca_system_score_gemma":0.0001343121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00170221,"about_ca_topic_score_gemma":0.002328212,"domain_scores_codex":[0.9995623,0.0001462919,0.00006711741,0.00004667247,0.0001254301,0.0000521677],"domain_scores_gemma":[0.998497,0.0002732256,0.0008454538,0.00004467096,0.0001659104,0.0001737198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002993563,0.00009703596,0.9965148,0.0000345234,0.00001266262,0.00008138172,0.0002201491,0.000009151315,0.0004464827,0.000003823715,0.0001236556,0.002426422],"study_design_scores_gemma":[0.000001542556,0.000160243,0.9989218,0.000007191823,0.00000486271,0.0002334881,0.0004560774,0.00002081087,0.00006251605,0.000001894675,0.0001284704,0.000001132733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992804,0.0000723938,0.00003537109,0.00002804145,0.000002381074,0.00001677019,0.0001712946,0.000002155806,0.0003912086],"genre_scores_gemma":[0.9994435,0.0001060278,0.00007503746,0.0000439824,0.000004629641,0.00001418147,0.0001435905,7.24074e-7,0.0001682985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002073659,"threshold_uncertainty_score":0.006937027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02402520286832343,"score_gpt":0.2621599872965821,"score_spread":0.2381347844282586,"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."}}