{"id":"W4399545973","doi":"10.1111/dom.15711","title":"No association between semaglutide and postoperative pneumonia in people with diabetes undergoing elective surgery","year":2024,"lang":"en","type":"letter","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Semaglutide; Medicine; Pneumonia; Diabetes mellitus; Surgery; General surgery; Internal medicine; Type 2 diabetes; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006533649,0.0002309841,0.000383434,0.0007737812,0.0006626759,0.0006560917,0.0004878669,0.0006798886,0.003658167],"category_scores_gemma":[0.003852768,0.0003621762,0.00119664,0.001262195,0.0002532986,0.0005875701,0.0004959828,0.001115088,0.0003648418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00031462,"about_ca_system_score_gemma":0.0005505064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007030425,"about_ca_topic_score_gemma":0.006872192,"domain_scores_codex":[0.9993477,0.00009597561,0.0001334197,0.0001627838,0.0001349204,0.0001251031],"domain_scores_gemma":[0.9971504,0.0004625746,0.001335301,0.0002322323,0.0003226013,0.0004969368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001233681,0.00002814643,0.9986405,0.00003167478,0.00008175428,0.00008738826,0.00002799393,0.000008791567,0.00004501606,0.00001183889,0.0001457504,0.0007678907],"study_design_scores_gemma":[0.00001631782,0.0001972489,0.9983934,0.00003751784,0.000113762,0.0005462374,0.0002213032,0.0001085133,0.00002121795,0.00003143583,0.0003043439,0.000008791497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9947449,0.002238972,0.0001191517,0.0002367141,0.0001053737,0.00002137919,0.001183363,0.00000718262,0.001343008],"genre_scores_gemma":[0.9982281,0.0007852996,0.0001001141,0.0001507348,0.00007404362,0.00001550516,0.0004538118,0.000004133537,0.0001882414],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.007030425,"threshold_uncertainty_score":0.01397902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00698807218456076,"score_gpt":0.2072935300634163,"score_spread":0.2003054578788556,"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."}}