{"id":"W2199778649","doi":"10.1016/j.jvs.2015.08.032","title":"Midterm Report of Randomized Control Trial of Negative Pressure Wound Therapy for High Risk Wounds in Lower Extremity Revascularization","year":2015,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Western University","funders":"","keywords":"Medicine; Revascularization; Randomized controlled trial; Negative-pressure wound therapy; Surgery; Internal medicine; Alternative medicine; Pathology; Myocardial infarction","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009479398,0.0001744644,0.002406506,0.0002723237,0.00002198488,0.00001320845,0.00008289063,0.0001960942,0.00005171907],"category_scores_gemma":[0.01125348,0.0001124062,0.002212067,0.000237723,0.0001354043,0.000153823,0.00001087675,0.0002621317,1.204304e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004053257,"about_ca_system_score_gemma":0.0003905144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001245969,"about_ca_topic_score_gemma":0.00000279105,"domain_scores_codex":[0.9961927,0.000798462,0.001844575,0.0001732172,0.0008121991,0.0001788337],"domain_scores_gemma":[0.9932472,0.002806402,0.002302619,0.0003026325,0.001186626,0.0001545986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9505835,0.001402094,0.03895554,0.0001405225,0.00415427,0.0002970771,0.0003187754,0.0003874048,0.0004830823,0.00004643452,0.0006652512,0.002566122],"study_design_scores_gemma":[0.9634274,0.0006531248,0.02571325,0.0004988714,0.001744653,0.0001357031,0.0000876285,0.0002013815,0.002246411,0.00204526,0.003077111,0.0001692454],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878171,0.006109694,0.003363431,0.0002789417,0.0009426931,0.001426956,0.000009315983,0.000004982224,0.00004690089],"genre_scores_gemma":[0.9968407,0.001984919,0.0004181603,0.00005368568,0.0005747621,0.0000263148,0.000009117152,0.00002073463,0.00007158228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01324228,"threshold_uncertainty_score":0.9970751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02289061544657333,"score_gpt":0.2781436121250116,"score_spread":0.2552529966784383,"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."}}