{"id":"W2053992139","doi":"10.1097/01.brs.0000166532.58227.4f","title":"Risk Factors for Infection After Spinal Surgery","year":2005,"lang":"en","type":"article","venue":"Spine","topic":"Surgical site infection prevention","field":"Medicine","cited_by":573,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Medicine; Body mass index; Surgery; Retrospective cohort study; Diabetes mellitus; Risk of infection; Risk factor; Spinal fusion; 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":[0.0008058129,0.0004883068,0.000486188,0.001781477,0.0006460727,0.0005768687,0.0003603121,0.0006447801,0.001806279],"category_scores_gemma":[0.003956365,0.0004379324,0.0005013408,0.001182938,0.0005530166,0.0005253457,0.0004121987,0.000491008,0.0002036944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000337109,"about_ca_system_score_gemma":0.0005850387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001597269,"about_ca_topic_score_gemma":0.001531645,"domain_scores_codex":[0.9989597,0.0002337178,0.0001242758,0.0002218996,0.0002811707,0.0001792735],"domain_scores_gemma":[0.9959544,0.0008882821,0.002259482,0.0001709398,0.0003172609,0.0004096252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005752953,0.00003853766,0.9984431,0.00001275114,0.00001914274,0.0005094283,0.00003920118,0.00001752908,0.00007207155,0.00000817002,0.00004303761,0.0007395069],"study_design_scores_gemma":[0.00001689083,0.0004371628,0.9918275,0.00002362057,0.00003026507,0.007014534,0.0002169542,0.0001506885,0.0000807917,0.00002076617,0.0001718208,0.000009075719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990039,0.0004876392,0.0001236641,0.00001788347,0.00000604078,0.00003662174,0.00009319432,0.00000369937,0.0002273235],"genre_scores_gemma":[0.9993253,0.000226824,0.0001397033,0.00002024865,0.00002204402,0.00003130453,0.0001879809,0.000001533717,0.00004508514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001806279,"threshold_uncertainty_score":0.006042659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02196173585742139,"score_gpt":0.3066720410423062,"score_spread":0.2847103051848848,"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."}}