{"id":"W1976468824","doi":"10.1097/00007632-200102010-00006","title":"Vacuum-Assisted Wound Closure","year":2001,"lang":"en","type":"article","venue":"Spine","topic":"Surgical site infection prevention","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Minnow Environmental (Canada); London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Negative-pressure wound therapy; Surgery; Vacuum aspiration; Wound closure; Wound healing","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":[0.001843714,0.000433602,0.0008704239,0.0009099902,0.0003652371,0.0006008493,0.0004450792,0.0007264225,0.003970059],"category_scores_gemma":[0.003536758,0.0001921271,0.000724352,0.0006451012,0.00101958,0.0003137615,0.0004647911,0.0006073557,0.0005329413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002557239,"about_ca_system_score_gemma":0.0005507316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000113544,"about_ca_topic_score_gemma":0.0001058269,"domain_scores_codex":[0.9978108,0.001048482,0.000230731,0.0002942758,0.0003866527,0.0002290306],"domain_scores_gemma":[0.9976678,0.0009638355,0.0006447305,0.000245796,0.000174541,0.0003031926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05341262,0.01841279,0.5597694,0.004936933,0.001691808,0.01372848,0.00144525,0.001212482,0.01861162,0.002201182,0.002009004,0.3225684],"study_design_scores_gemma":[0.011711,0.3588857,0.4946371,0.001140033,0.001333982,0.08839601,0.001390454,0.002026323,0.01212779,0.001064602,0.02710122,0.0001857864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833562,0.008450403,0.003558546,0.00005675369,0.0001076124,0.001576053,0.0002167705,0.00002942201,0.002648067],"genre_scores_gemma":[0.9923719,0.002242326,0.002391557,0.0002023902,0.0001610428,0.001672774,0.0003614884,0.000007216371,0.0005892909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003970059,"threshold_uncertainty_score":0.01328117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02445217034071711,"score_gpt":0.3111213627775617,"score_spread":0.2866691924368446,"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."}}