{"id":"W3206376001","doi":"10.1155/2021/7742227","title":"The Role of Negative‐Pressure Wound Therapy in Patients with Fracture‐Related Infection: A Systematic Review and Critical Appraisal","year":2021,"lang":"en","type":"review","venue":"BioMed Research International","topic":"Surgical site infection prevention","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Negative-pressure wound therapy; Critical appraisal; Systematic review; Orthopedic surgery; MEDLINE; Intensive care medicine; Surgery; Trauma surgery; Soft tissue; Pathology; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002065582,0.0002274386,0.001316663,0.0004590598,0.0001031738,0.00008027939,0.0001825406,0.0002605635,0.0009209763],"category_scores_gemma":[0.006714928,0.0001213564,0.0002406927,0.001048734,0.0003961892,0.0001084255,0.0001154813,0.0009826949,0.00001547576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001674737,"about_ca_system_score_gemma":0.0002630815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005296003,"about_ca_topic_score_gemma":0.000004861427,"domain_scores_codex":[0.9955856,0.00159552,0.0008965148,0.0003673316,0.001301916,0.0002531351],"domain_scores_gemma":[0.9937233,0.004214525,0.0002891686,0.000326905,0.001321756,0.0001243457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002656867,0.001849593,0.00405393,0.69464,0.005302017,0.0000418546,0.0001097882,3.173283e-7,0.000001221536,0.002633122,0.0005809547,0.2905215],"study_design_scores_gemma":[0.001079564,0.0003441961,0.002012864,0.2920942,0.0006714087,0.0000834729,0.00001507006,0.000008218783,0.000001571396,0.0001225244,0.7034274,0.0001395302],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009876279,0.9959275,0.000007065862,0.0004109039,0.0003315916,0.002648904,0.00002826794,0.00001594011,0.0005310723],"genre_scores_gemma":[0.001899088,0.9969336,0.0000179181,0.00002452282,0.00008475073,0.0005424632,0.0001926987,0.00002847819,0.0002764475],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7028465,"threshold_uncertainty_score":0.9999923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.042071053724214,"score_gpt":0.4457993645649291,"score_spread":0.4037283108407151,"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."}}