{"id":"W4281687393","doi":"10.1177/01945998221104933","title":"Predictors of Surgical Site Infection in Pediatric Cochlear Implantation","year":2022,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Surgical site infection prevention","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Children's Hospital of Eastern Ontario; University of Toronto","funders":"","keywords":"Medicine; Odds ratio; Context (archaeology); Odds; Logistic regression; Body mass index; Prospective cohort study; Surgical site infection; Confidence interval; Surgery; Internal medicine","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":[0.0006200186,0.0002730195,0.0002882696,0.0006759324,0.0002086339,0.000519815,0.0002464927,0.0003460459,0.001497634],"category_scores_gemma":[0.004171191,0.0002289346,0.0003878671,0.0008688051,0.0003102731,0.0004738306,0.0003582197,0.0006294019,0.0001156427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002467405,"about_ca_system_score_gemma":0.0005875259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001581413,"about_ca_topic_score_gemma":0.001813765,"domain_scores_codex":[0.9994131,0.0001072001,0.00008210667,0.0001029108,0.0001943319,0.0001003908],"domain_scores_gemma":[0.9959843,0.0006679729,0.002768688,0.00006844136,0.0002014689,0.0003091655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001577334,0.000007265017,0.9993675,0.000005267901,0.000005825576,0.00007028264,0.000009078008,0.00001728728,0.00004160222,0.000004026655,0.00002204365,0.0004339746],"study_design_scores_gemma":[0.000002866454,0.00008177095,0.9983318,0.00001096666,0.00001123497,0.00115612,0.000102944,0.0001708098,0.00005567941,0.000007756969,0.00006646639,0.000001672594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991007,0.0004422049,0.0001072409,0.0000445004,0.000005402188,0.000006152436,0.0001402207,0.000002806997,0.0001508296],"genre_scores_gemma":[0.9994168,0.0002350214,0.0001551737,0.00001429081,0.00001074812,0.000008686042,0.0001352231,0.000001373312,0.00002271711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001581413,"threshold_uncertainty_score":0.005010068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008990774297446092,"score_gpt":0.2662286961677016,"score_spread":0.2572379218702555,"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."}}