{"id":"W4206649048","doi":"10.1007/s00464-020-07565-w","title":"SAGES and EAES recommendations for minimally invasive surgery during COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":218,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Aerosolization; Pandemic; Medicine; Personal protective equipment; Coronavirus disease 2019 (COVID-19); Health care; Invasive surgery; Notice; Medical emergency; Intensive care medicine; Laparoscopy; Patient safety; Surgery; Anesthesia; Infectious disease (medical specialty); Pathology","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":[0.02437196,0.0008993719,0.001007613,0.003347912,0.002455112,0.005374617,0.003660586,0.01673612,0.02748626],"category_scores_gemma":[0.09923874,0.0006739352,0.00372937,0.001595392,0.002466731,0.002896416,0.007693787,0.01711066,0.01672578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003469739,"about_ca_system_score_gemma":0.0383968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01526359,"about_ca_topic_score_gemma":0.03564591,"domain_scores_codex":[0.9747742,0.009416289,0.004484104,0.0007262478,0.007438299,0.003160734],"domain_scores_gemma":[0.9025003,0.02353729,0.008693594,0.003382485,0.04128646,0.02059982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001144382,0.0002217248,0.00297812,0.0007402904,0.00004352999,0.0003486131,0.0003899548,0.0006332559,0.0003981345,0.00410424,0.9148489,0.07517879],"study_design_scores_gemma":[0.0001299622,0.0001590069,0.01098445,0.007598094,0.00007036298,0.00048189,0.001422102,0.0004566234,0.0003649853,0.006481234,0.9717542,0.00009710888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.003835588,0.009795675,0.01071303,0.804291,0.03462193,0.001406607,0.004000857,0.001911133,0.1294243],"genre_scores_gemma":[0.03967877,0.02009084,0.09139493,0.7087241,0.0258633,0.004271328,0.009801867,0.001341416,0.09883344],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02748626,"threshold_uncertainty_score":0.1288927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1093838786948926,"score_gpt":0.3541469417709364,"score_spread":0.2447630630760438,"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."}}