{"id":"W3200703986","doi":"10.5435/jaaosglobal-d-21-00206","title":"Do Preoperative Nasal Antiseptic Swabs Reduce the Rate of Surgical Site Infections After Adult Thoracolumbar Spine Surgery?","year":2021,"lang":"en","type":"article","venue":"JAAOS Global Research and Reviews","topic":"Surgical site infection prevention","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Object Research Systems (Canada)","funders":"","keywords":"Medicine; Antiseptic; Surgery; Staphylococcus aureus; Surgical site infection; Incidence (geometry); Anesthesia","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":[0.00139898,0.0001664192,0.0004043475,0.000339788,0.000187074,0.0004871178,0.0003541666,0.0003643673,0.0009668114],"category_scores_gemma":[0.009607606,0.0001117835,0.0004554869,0.0003787811,0.0003207875,0.0004953876,0.0002638084,0.000296817,0.0001414072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002843149,"about_ca_system_score_gemma":0.0008749123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000829187,"about_ca_topic_score_gemma":0.002224366,"domain_scores_codex":[0.998817,0.0002995346,0.0002274796,0.0001233988,0.0004156005,0.0001171025],"domain_scores_gemma":[0.9940076,0.001598103,0.003102685,0.0001765458,0.0007495612,0.0003654728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008344858,0.0002187083,0.950036,0.0004689571,0.0001264244,0.00008888728,0.00008804446,0.00007991022,0.001061541,0.00002085364,0.0002852967,0.04669093],"study_design_scores_gemma":[0.00004768099,0.002566517,0.9937499,0.0002635914,0.0001930604,0.0006264522,0.0003565428,0.000357474,0.0009244816,0.00003690438,0.0008686461,0.000008573184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928814,0.005814951,0.000244739,0.0003405538,0.00004696565,0.00002683681,0.0001389585,0.000008020466,0.0004974473],"genre_scores_gemma":[0.9974298,0.001809033,0.0004269319,0.0001081638,0.0000501115,0.00001675916,0.0001116309,0.000001769903,0.00004588961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00139898,"threshold_uncertainty_score":0.007398605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06817443339527406,"score_gpt":0.4298554176730847,"score_spread":0.3616809842778106,"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."}}