{"id":"W2347571404","doi":"10.1097/der.0000000000000182","title":"Vicryl Hypersensitivity Test With Histological Response","year":2016,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Reconstructive surgery; Plastic surgery; Health science; Test (biology); Vicryl; University hospital; General surgery; Surgery; Medical education; Fibrous joint","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":[0.0001061125,0.0001319736,0.0002565577,0.00006645718,0.00007422459,0.00001680565,0.0000446134,0.00006144858,0.0004121987],"category_scores_gemma":[0.0003898425,0.00007097008,0.00005778532,0.00008699022,0.0001238348,0.0001254621,0.00002727316,0.00007587231,0.0003254676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007932907,"about_ca_system_score_gemma":0.00007643538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002039622,"about_ca_topic_score_gemma":0.00006038935,"domain_scores_codex":[0.9991718,0.00006697285,0.0001652802,0.0001768379,0.0002026228,0.0002164663],"domain_scores_gemma":[0.9989309,0.0005471715,0.00005421373,0.0002582773,0.00008344905,0.000125942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001326456,0.000899923,0.3240844,0.0002059931,0.0002796589,0.01716437,0.001358485,6.515667e-7,0.2137844,0.00167256,0.2213943,0.2178288],"study_design_scores_gemma":[0.001443121,0.0003110575,0.766716,0.0002000203,0.00002583639,0.002541867,0.00005248208,0.00001174389,0.004537276,0.00002931877,0.2239956,0.0001357353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9353668,0.0001020498,0.0007029494,0.05209008,0.00006161539,0.0001748204,0.00003155465,0.0001575497,0.01131259],"genre_scores_gemma":[0.9917163,0.00006418091,0.0007998344,0.005044071,0.00005639935,0.00001480596,0.000004497566,0.00001506243,0.002284852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4426316,"threshold_uncertainty_score":0.4513287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01309606373567882,"score_gpt":0.2302500863936228,"score_spread":0.217154022657944,"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."}}