{"id":"W4386457793","doi":"10.1089/derm.2023.0150","title":"Analysis of Contact Allergens in Polyvinyl Chloride Examination Gloves in the United States","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":"Polyvinyl chloride; Medicine; Contact dermatitis; Dermatology; Composite material; Allergy; Immunology; Materials science","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":[0.0007881705,0.000359916,0.0001672907,0.0008148755,0.0003503957,0.0003379648,0.0002536108,0.000502884,0.001043205],"category_scores_gemma":[0.0007944608,0.0001995746,0.0001932721,0.0005899725,0.0002561571,0.0002059611,0.0002482841,0.0002112197,0.0002615172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003363799,"about_ca_system_score_gemma":0.0003073877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003779255,"about_ca_topic_score_gemma":0.005798575,"domain_scores_codex":[0.9991948,0.0001675808,0.00008166186,0.0001506506,0.0003536835,0.00005157786],"domain_scores_gemma":[0.998922,0.0002237522,0.0004040459,0.00004675846,0.0003461813,0.00005730507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001918365,0.0001994427,0.8725938,0.0001621484,0.00007977939,0.0003093169,0.0002057766,0.0001532117,0.1074971,0.00002477177,0.000253146,0.01832957],"study_design_scores_gemma":[0.000006528158,0.0006568207,0.9475621,0.00005719243,0.00006372378,0.001641418,0.0003608014,0.0005369302,0.0480779,0.00002230056,0.001007267,0.000007065855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972826,0.0008895101,0.0007109985,0.00003443976,0.000004326072,0.00002690084,0.0002611454,0.00002109336,0.0007690705],"genre_scores_gemma":[0.9981936,0.0002781531,0.0008640654,0.00006726711,0.000003906095,0.00001020314,0.000301941,0.00000406368,0.0002768125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003779255,"threshold_uncertainty_score":0.007514536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01969373041957609,"score_gpt":0.2728584483574999,"score_spread":0.2531647179379238,"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."}}