{"id":"W4224992884","doi":"10.1097/der.0000000000000860","title":"Contact Dermatitis in the Surgical Patient: A Focus on Wound Closure Materials","year":2022,"lang":"en","type":"article","venue":"Dermatitis","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wound closure; Contact dermatitis; Closure (psychology); Allergic contact dermatitis; Surgical wound; Focus (optics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001996353,0.0001554718,0.0003234704,0.00008557171,0.0002096579,0.00006010019,0.0001461183,0.00005650692,0.004728102],"category_scores_gemma":[0.00004567575,0.000103789,0.0001270027,0.0002334495,0.00003381803,0.00006023354,0.00006920956,0.0003080675,0.00008423033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007473174,"about_ca_system_score_gemma":0.00003165478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002740698,"about_ca_topic_score_gemma":0.000021473,"domain_scores_codex":[0.9982219,0.0004043609,0.0003580936,0.0001957992,0.000533884,0.0002859976],"domain_scores_gemma":[0.9992242,0.0003286366,0.00008716685,0.0002638593,0.0000201663,0.00007589727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001009391,0.004850378,0.1407963,0.0007323569,0.0005658678,0.08797498,0.03281562,0.0001298133,0.002785945,0.1053527,0.567546,0.05544063],"study_design_scores_gemma":[0.002559633,0.0005920187,0.3706589,0.00008612623,0.00003375028,0.004389487,0.001316436,0.00001556528,0.001897695,0.00112204,0.6171125,0.0002158181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964357,0.000419135,9.891354e-7,0.02090555,0.0002684919,0.0005135537,0.0001476448,0.00003757052,0.01335012],"genre_scores_gemma":[0.9873863,0.00006385809,0.00001691605,0.01197815,0.0001411123,0.0001977576,0.000100193,0.00001706188,0.00009860934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2298626,"threshold_uncertainty_score":0.9961817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123533034182627,"score_gpt":0.2458837181341514,"score_spread":0.2335304147158886,"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."}}