{"id":"W4414141020","doi":"10.1016/j.nexres.2025.100793","title":"Patient-centered predictors and short-term outcomes in suspected non-occlusive mesenteric ischemia","year":2025,"lang":"en","type":"article","venue":"Next research.","topic":"Abdominal vascular conditions and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Mesenteric ischemia; Pneumatosis intestinalis; Laparotomy; Ischemia; Retrospective cohort study; Context (archaeology); Intestinal ischemia; Bowel resection","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":[0.0008493116,0.0001989802,0.0002607057,0.0004708466,0.0003244696,0.0008377112,0.0002907393,0.0005716995,0.002728631],"category_scores_gemma":[0.0067553,0.0001238333,0.0005015422,0.0004814512,0.0002071247,0.0006643131,0.0004040445,0.001165273,0.0001985127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002392562,"about_ca_system_score_gemma":0.0004071566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001281974,"about_ca_topic_score_gemma":0.002223295,"domain_scores_codex":[0.9996938,0.0001250048,0.00003602725,0.00003319657,0.00004334214,0.0000686588],"domain_scores_gemma":[0.9965455,0.001207301,0.001304109,0.00009785536,0.0002380702,0.00060717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002650215,0.00008512219,0.9948796,0.00003073844,0.00007692863,0.00008744634,0.00003942842,0.00009279594,0.00003768258,0.00006067973,0.0002975326,0.00404706],"study_design_scores_gemma":[0.00001913701,0.0002871267,0.9976122,0.00007433786,0.0001389308,0.0002775106,0.0002938202,0.0006103007,0.00006453469,0.0002943958,0.0003182176,0.000009318123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952885,0.002171575,0.0001430599,0.0007738738,0.00005561003,0.000008943801,0.0002977427,0.000004790916,0.001255878],"genre_scores_gemma":[0.9989566,0.0004411968,0.00007451489,0.00005939457,0.00007793833,0.000004806353,0.0002721345,0.000001097682,0.0001123734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002728631,"threshold_uncertainty_score":0.009128213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04280346067400204,"score_gpt":0.368388389290877,"score_spread":0.325584928616875,"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."}}