{"id":"W4206189489","doi":"10.21203/rs.3.rs-37322/v1","title":"Supracondylar Fractures: A retrospective chart review comparing infection rate, antibiotic use, surgical time and cost of full surgical preparation and draping vs “semi-sterile” technique","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Elbow and Forearm Trauma Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pan Am Clinic; University of Manitoba","funders":"","keywords":"Medicine; Surgical site infection; Surgery; Surgical procedures; Chart; Retrospective cohort study; Prophylactic antibiotic; Infection rate; Surgical Infections; Antibiotic prophylaxis; Antibiotics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001081552,0.0002735099,0.0005566804,0.002227497,0.0004029179,0.0005435572,0.0004653885,0.0003302654,0.001453451],"category_scores_gemma":[0.003970878,0.0004246424,0.0004979781,0.002817587,0.0003981245,0.0005906581,0.0004115117,0.0004063788,0.0002293335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008970281,"about_ca_system_score_gemma":0.0007526919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003820266,"about_ca_topic_score_gemma":0.004733178,"domain_scores_codex":[0.9983237,0.0002902256,0.0005300349,0.0002731261,0.0004429905,0.0001398268],"domain_scores_gemma":[0.9886463,0.002342544,0.007380168,0.0002661038,0.0009819365,0.0003830081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001564348,0.00004428851,0.9962646,0.0001494545,0.00004543951,0.0004169891,0.0001457302,0.00002873497,0.0001750317,0.00001140767,0.0001445738,0.002417305],"study_design_scores_gemma":[0.00001804726,0.0005792134,0.9942359,0.0001015291,0.00006457151,0.003281454,0.0008339115,0.00009621312,0.0003498325,0.00000965458,0.0004191245,0.00001048811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972325,0.001146994,0.00007998534,0.0000195411,0.000005670417,0.00005822299,0.001203546,0.000005507373,0.000248003],"genre_scores_gemma":[0.9978072,0.0007998859,0.0002418414,0.00003247757,0.00001009451,0.00006540696,0.0009625145,0.000002943985,0.00007769017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003820266,"threshold_uncertainty_score":0.007596076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07979749306645091,"score_gpt":0.4184990939109162,"score_spread":0.3387016008444653,"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."}}