{"id":"W2789919731","doi":"10.1097/prs.0000000000004410","title":"Acellular Human Dermal Allograft as a Graft for Nasal Septal Perforation Reconstruction","year":2018,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University Health Network","funders":"","keywords":"Medicine; Perforation; Surgery; Otorhinolaryngology; Endoscopy; Nasal septum; Prospective cohort study; Nose","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":[0.0004959931,0.0003743424,0.0007448128,0.0004178431,0.0007033325,0.00004827047,0.00006398481,0.0002203351,0.0005999675],"category_scores_gemma":[0.001617356,0.0003514547,0.0005906484,0.0003495293,0.0009376119,0.0003505659,0.00004524674,0.000267645,0.0001232422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001229282,"about_ca_system_score_gemma":0.0002885824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002915373,"about_ca_topic_score_gemma":0.00003685296,"domain_scores_codex":[0.9977056,0.00008993726,0.0006627053,0.0006370153,0.0002966522,0.0006081001],"domain_scores_gemma":[0.9967862,0.001877958,0.0002882163,0.0002372361,0.0005801194,0.0002302541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003286876,0.0003968484,0.7404077,0.0004484659,0.002023888,0.0001165807,0.0006714545,0.000003891788,0.09469751,0.00175192,0.005935598,0.1502593],"study_design_scores_gemma":[0.01157802,0.006917573,0.5008034,0.003521822,0.003899569,0.01375946,0.008688554,0.003351129,0.38734,0.01582079,0.0392018,0.005117868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913763,0.0001588839,0.001805556,0.0001632227,0.003723368,0.0005932192,0.00004851441,0.0001859824,0.001944932],"genre_scores_gemma":[0.9950089,0.00002829312,0.002312082,0.0000995072,0.001734509,0.0001370806,0.0001214459,0.00005154959,0.0005066756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2926425,"threshold_uncertainty_score":0.9998937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02744840413652646,"score_gpt":0.2800732910637625,"score_spread":0.2526248869272361,"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."}}