{"id":"W2904014103","doi":"10.1111/iwj.13045","title":"Incisional negative pressure therapy reduces complications and costs in pressure ulcer reconstruction","year":2018,"lang":"en","type":"article","venue":"International Wound Journal","topic":"Surgical site infection prevention","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Surgery; Negative-pressure wound therapy; Prospective cohort study; Complication; Demographics; Cohort; Anesthesia; 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":[0.001260328,0.0003017256,0.0008946187,0.0003022988,0.0002414001,0.0003990341,0.0002667102,0.0004675684,0.001791485],"category_scores_gemma":[0.002673069,0.0001737904,0.0008207545,0.000322569,0.0003464542,0.0002679139,0.0003332092,0.0008540855,0.00008905783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001671633,"about_ca_system_score_gemma":0.0003442765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002834887,"about_ca_topic_score_gemma":0.0004707035,"domain_scores_codex":[0.9986534,0.0009300729,0.00008804095,0.00005204477,0.0001767728,0.00009958837],"domain_scores_gemma":[0.9988986,0.0005100955,0.0003069374,0.0000555924,0.00005041291,0.0001783656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.3716116,0.04764241,0.033919,0.006086184,0.003250202,0.000348287,0.0002249313,0.001047273,0.007123722,0.000508008,0.001028284,0.5272101],"study_design_scores_gemma":[0.08543511,0.7102726,0.1932935,0.0007931608,0.00215764,0.000677391,0.0002717329,0.0009663216,0.002933815,0.0004949975,0.002673446,0.00003037083],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865536,0.01127263,0.0002623666,0.0002209466,0.0001129603,0.0004244625,0.00005483723,0.000006870481,0.001091333],"genre_scores_gemma":[0.9933617,0.005118095,0.0005999822,0.000105264,0.0001408174,0.0002746046,0.00007839565,0.000001715389,0.0003193177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001791485,"threshold_uncertainty_score":0.006665289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02200185431249932,"score_gpt":0.3348926207173571,"score_spread":0.3128907664048578,"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."}}