{"id":"W2739715548","doi":"10.1111/cod.12860","title":"Accelerator‐free gloves as alternatives in cases of glove allergy in healthcare workers","year":2017,"lang":"en","type":"article","venue":"Contact Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Allergic contact dermatitis; Healthcare worker; Contact dermatitis; Health care; Allergy; Personal protective equipment; Dermatology; Natural rubber; Contact allergy; Medical emergency; Surgery; Internal medicine; Materials science; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0001308661,0.0002598298,0.0007358302,0.0002673094,0.0001047483,0.000112529,0.0004747264,0.0001295152,0.0002690574],"category_scores_gemma":[0.0006197184,0.0002498066,0.0001334298,0.0001107888,0.0001019438,0.0006039832,0.0001943242,0.0002776767,0.0000283956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001596143,"about_ca_system_score_gemma":0.0002503756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02693682,"about_ca_topic_score_gemma":0.03668692,"domain_scores_codex":[0.9981807,0.00008354797,0.0006879759,0.0003037245,0.0003428803,0.000401123],"domain_scores_gemma":[0.9981995,0.0001761133,0.0003911564,0.0009467402,0.0001215274,0.0001649662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001610012,0.0002202098,0.9667174,0.0004099175,0.0001404714,0.003874761,0.002486991,0.000003083545,0.00105722,0.003112087,0.003902602,0.01791429],"study_design_scores_gemma":[0.003848676,0.0002311649,0.9829762,0.001588869,0.00001010252,0.000221322,0.001068683,0.0000715416,0.003754787,0.0008554114,0.005141073,0.0002321702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715221,0.002377512,0.000005729343,0.01342217,0.0003297875,0.000475939,0.00004913724,0.00003060412,0.01178701],"genre_scores_gemma":[0.9963039,0.001631964,0.0001385654,0.001454051,0.00008417588,0.00003894346,0.00002182208,0.00002851483,0.0002981358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02478171,"threshold_uncertainty_score":0.9999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02994811591511493,"score_gpt":0.3185997904141811,"score_spread":0.2886516744990662,"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."}}