{"id":"W3107570558","doi":"10.1016/j.surg.2020.10.029","title":"Negative pressure wound therapy for prevention of surgical site infection in patients at high risk after clean-contaminated major pancreatic resections: A single-center, phase 3, randomized clinical trial","year":2020,"lang":"en","type":"article","venue":"Surgery","topic":"Surgical site infection prevention","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Relative risk; Negative-pressure wound therapy; Surgery; Confidence interval; Randomized controlled trial; Surgical wound; Clinical trial; Comorbidity; Absolute risk reduction; 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":[0.002347858,0.001921968,0.004172927,0.0003643107,0.0007106294,0.001701441,0.001028272,0.002489701,0.003989731],"category_scores_gemma":[0.00284593,0.0007578018,0.003163161,0.0005003976,0.001622579,0.001397668,0.0005112849,0.003748628,0.0005636364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006186801,"about_ca_system_score_gemma":0.001444368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008154627,"about_ca_topic_score_gemma":0.001406398,"domain_scores_codex":[0.998798,0.0006854612,0.0000761601,0.0002130259,0.00007353108,0.0001536925],"domain_scores_gemma":[0.9984775,0.0005659809,0.0003508879,0.0001372414,0.0001011066,0.0003672603],"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":[0.9824877,0.006309666,0.0007684763,0.000523798,0.001261546,0.00002711223,0.00004321261,0.0001416525,0.001001917,0.00005716792,0.0003145706,0.007063122],"study_design_scores_gemma":[0.9384387,0.05853417,0.001647615,0.00004524647,0.0006531625,0.00002042036,0.00002418098,0.0002404105,0.0001373992,0.0001018982,0.0001443254,0.00001237614],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871946,0.006115528,0.00114367,0.0006120158,0.0007038091,0.002839186,0.0003817184,0.00007752007,0.0009319196],"genre_scores_gemma":[0.9877703,0.002973476,0.002427938,0.001151886,0.0006418756,0.003492879,0.0004781713,0.00001915303,0.001044347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004172927,"threshold_uncertainty_score":0.01334697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04728654711248801,"score_gpt":0.346193616662371,"score_spread":0.298907069549883,"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."}}