{"id":"W4376105815","doi":"10.1097/brs.0000000000004713","title":"Incidence and Recurrence of Deep Spine Surgical Site Infections","year":2023,"lang":"en","type":"review","venue":"Spine","topic":"Surgical site infection prevention","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton General Hospital; Western University; McMaster University","funders":"","keywords":"Medicine; Incidence (geometry); Meta-analysis; Surgery; Spinal fusion; Population; Complication; 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":[0.02030436,0.002976549,0.01938467,0.008868899,0.0004680495,0.003533439,0.001966611,0.002228834,0.003134074],"category_scores_gemma":[0.04335249,0.001599452,0.04443173,0.00819381,0.000693981,0.001904537,0.001678868,0.001597836,0.0003330809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002311237,"about_ca_system_score_gemma":0.002708011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003769125,"about_ca_topic_score_gemma":0.00769375,"domain_scores_codex":[0.9808593,0.008178728,0.006170958,0.002269601,0.002092917,0.0004284589],"domain_scores_gemma":[0.9792237,0.01212648,0.005949887,0.0008319797,0.00163388,0.0002340808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001549875,0.00002103635,0.006536042,0.2200544,0.7651691,0.00007395697,0.00004385054,0.000371171,0.0001477823,0.00006882093,0.0003011182,0.005662818],"study_design_scores_gemma":[0.0007148595,0.0002762477,0.005530258,0.02169981,0.9701732,0.0001574882,0.00004114009,0.0001562542,0.0001115261,0.0001268717,0.0009877125,0.00002468653],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0104305,0.9860381,0.001028254,0.0001772908,0.0001770117,0.0006670527,0.001124581,0.00003887666,0.0003183306],"genre_scores_gemma":[0.373951,0.6133674,0.005274468,0.001138455,0.0003694067,0.003503669,0.00181682,0.00005784781,0.0005209055],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02030436,"threshold_uncertainty_score":0.107381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05370723470179267,"score_gpt":0.3941540357111585,"score_spread":0.3404468010093659,"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."}}