{"id":"W2325162836","doi":"10.1097/der.0000000000000085","title":"A Technique for Identifying Vicryl Suture Hypersensitivity","year":2014,"lang":"en","type":"article","venue":"Dermatitis","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vicryl; Patch testing; Fibrous joint; Surgery; Dermatology; Contact dermatitis; Immunology; Allergy","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":[],"consensus_categories":[],"category_scores_codex":[0.0001274293,0.00008924859,0.000201046,0.00004119183,0.00008369248,0.00002171534,0.00003404504,0.00008630534,0.00006461525],"category_scores_gemma":[0.0001669208,0.00007187154,0.0001411795,0.00007068863,0.00002874323,0.00005520038,0.00001822504,0.00009397925,0.00002748954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001680264,"about_ca_system_score_gemma":0.00001137051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001917126,"about_ca_topic_score_gemma":0.000009340356,"domain_scores_codex":[0.9994321,0.00002922423,0.0001207206,0.0001398004,0.0001090722,0.0001691015],"domain_scores_gemma":[0.999522,0.0001470107,0.00003641553,0.0001481093,0.00005801606,0.00008849881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001408662,0.0005238589,0.01648151,0.002993307,0.0003612652,0.0005080579,0.002137651,0.000009613877,0.5896005,0.03266318,0.1988254,0.1557548],"study_design_scores_gemma":[0.001195041,0.0001193036,0.1062371,0.0002700321,0.00008316454,0.0006540868,0.0001662836,0.0004924534,0.1296116,0.002214984,0.7587203,0.0002356462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5084049,0.0008320987,0.3762857,0.04261816,0.001121905,0.00372864,0.00009933717,0.0007116832,0.0661976],"genre_scores_gemma":[0.9875746,0.00001890799,0.00625968,0.005355823,0.0003361702,0.00006866208,0.00002797433,0.00001563859,0.0003425749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5598949,"threshold_uncertainty_score":0.2930836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02080528787668719,"score_gpt":0.2850016277798856,"score_spread":0.2641963399031984,"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."}}