{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002599673,0.0006502018,0.0008504753,0.001420147,0.0005869482,0.001079374,0.0002516583,0.001508556,0.003719805],"category_scores_gemma":[0.0005158018,0.0001737329,0.0005205178,0.001028895,0.0004312265,0.001299591,0.0007224731,0.001562636,0.0007592252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003662628,"about_ca_system_score_gemma":0.0003548553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007605209,"about_ca_topic_score_gemma":0.001585727,"domain_scores_codex":[0.9997009,0.00006473564,0.00004133081,0.00004140269,0.00009179239,0.0000598805],"domain_scores_gemma":[0.9997309,0.0001201441,0.00004781337,0.000005235442,0.00005007602,0.00004585463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002798131,0.0005003033,0.05054444,0.0089711,0.0002162376,0.2986754,0.003782392,0.0002947615,0.02050936,0.006138277,0.08268192,0.527406],"study_design_scores_gemma":[0.00001728071,0.0003368439,0.03907065,0.005502889,0.0001818993,0.6798238,0.003725252,0.0001910038,0.001473362,0.001967547,0.2676401,0.00006945104],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03653809,0.9107077,0.002200018,0.01451178,0.001705273,0.00006476602,0.00007018208,0.00007216047,0.03412998],"genre_scores_gemma":[0.1529373,0.8128314,0.002516806,0.01112281,0.008027784,0.00003997892,0.0001121242,0.00002799404,0.01238373],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003719805,"threshold_uncertainty_score":0.01244402,"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."}}