{"id":"W2905077084","doi":"10.1177/2192568218799056","title":"Surgical Site Infection in Spine Surgery: Who Is at Risk?","year":2018,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Surgical site infection prevention","field":"Medicine","cited_by":137,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Surgery; Surgical site infection; Spinal surgery; SPINE (molecular biology); Bioinformatics","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":[0.005372778,0.0005792241,0.003077618,0.009066284,0.0003865696,0.001597499,0.0008299319,0.001179189,0.002188525],"category_scores_gemma":[0.01791563,0.0005222664,0.002526377,0.01024407,0.0005620688,0.002049901,0.000707312,0.0004742355,0.0002341226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009206451,"about_ca_system_score_gemma":0.003852003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002116388,"about_ca_topic_score_gemma":0.006185103,"domain_scores_codex":[0.9942935,0.00119921,0.00305379,0.0005382932,0.0007778517,0.0001372956],"domain_scores_gemma":[0.9815687,0.008645258,0.007290281,0.0003183055,0.00193044,0.0002469103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0008005782,0.0001266615,0.1868283,0.6871895,0.01074959,0.001608002,0.0009473301,0.0001712774,0.0009545381,0.0005085498,0.00408664,0.1060291],"study_design_scores_gemma":[0.0004524016,0.001407966,0.3829682,0.478168,0.07269532,0.01388517,0.005638455,0.0003641109,0.001053158,0.00110579,0.04210132,0.0001602025],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02718145,0.9696778,0.000262053,0.0007114961,0.0001205017,0.0003535326,0.00130287,0.000005794433,0.0003845312],"genre_scores_gemma":[0.2285654,0.7652363,0.001649976,0.001488736,0.0004114789,0.001019323,0.001436937,0.000007401564,0.000184319],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009066284,"threshold_uncertainty_score":0.02841431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01497931006147518,"score_gpt":0.3102946977703457,"score_spread":0.2953153877088705,"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."}}