{"id":"W1983033314","doi":"10.1097/bsd.0b013e318141f99d","title":"Therapy of Spinal Wound Infections Using Vacuum-assisted Wound Closure: Risk Factors Leading to Resistance to Treatment","year":2008,"lang":"en","type":"article","venue":"Journal of Spinal Disorders & Techniques","topic":"Surgical site infection prevention","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Object Research Systems (Canada)","funders":"","keywords":"Medicine; Surgery; Debridement (dental); Negative-pressure wound therapy; Wound infection; Wound closure; Wound healing; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004101659,0.0002804021,0.0006584922,0.000778893,0.0002592317,0.00002608782,0.0001145134,0.0001546787,0.0001538097],"category_scores_gemma":[0.0001595296,0.000222483,0.0005183176,0.0009379124,0.00009631951,0.000255209,0.00002455224,0.0003492963,0.000005199747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007406726,"about_ca_system_score_gemma":0.0001725214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003742956,"about_ca_topic_score_gemma":0.0001397588,"domain_scores_codex":[0.9979553,0.0001309146,0.0008806908,0.0002423194,0.0005068757,0.000283926],"domain_scores_gemma":[0.9983582,0.00005695486,0.000670591,0.0002430594,0.0004011335,0.000270056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007930135,0.003995768,0.766727,0.0001041633,0.0009203238,0.0001110649,0.0007822257,0.0001033432,0.1335625,0.0001227132,0.0005825375,0.08505823],"study_design_scores_gemma":[0.002046652,0.02120714,0.8564526,0.001181924,0.0002898524,0.000601115,0.0002124102,0.00000452823,0.06940003,0.0008995931,0.04730116,0.0004030262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758176,0.0006704428,0.0215486,0.0004257408,0.0001756502,0.0007165261,0.000005472847,0.000093779,0.0005462077],"genre_scores_gemma":[0.9887503,0.001987956,0.008751465,0.00008533472,0.0001461652,0.00001951557,0.000001775311,0.00003588895,0.0002215384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08972555,"threshold_uncertainty_score":0.9072592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05362067056076902,"score_gpt":0.3577134997223251,"score_spread":0.3040928291615561,"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."}}