{"id":"W4387633713","doi":"10.1159/000534580","title":"Colonic Anastomotic Leak Model in Swine","year":2023,"lang":"en","type":"article","venue":"European Surgical Research","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Centre for Family Medicine","funders":"","keywords":"Enterotomy; Medicine; Anastomosis; Leak; Surgery; Dehiscence; Peritonitis; Fibrous joint; Exploratory laparotomy; Leukocytosis; Abdomen; Laparotomy","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":[0.0007952861,0.0008536218,0.0006296869,0.0007961319,0.0004493647,0.0004238975,0.0004049879,0.0007119888,0.001856518],"category_scores_gemma":[0.0004074059,0.0003220872,0.000606284,0.0003404623,0.0006011153,0.00061876,0.0005920607,0.001060239,0.0003943979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004128961,"about_ca_system_score_gemma":0.0006547269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000458968,"about_ca_topic_score_gemma":0.000889642,"domain_scores_codex":[0.9995493,0.000076974,0.00006289947,0.00009010663,0.00008515575,0.0001354026],"domain_scores_gemma":[0.9994001,0.00009119813,0.0001810774,0.0000890755,0.00006322136,0.0001752741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.012277,0.008027954,0.03379576,0.0008027881,0.0001190291,0.004749475,0.0003126622,0.00103029,0.9246159,0.0003913134,0.0005364435,0.01334141],"study_design_scores_gemma":[0.002015835,0.3001831,0.140286,0.0002758977,0.0005178581,0.02145873,0.001308129,0.009754042,0.5146062,0.0004992852,0.008966507,0.0001283362],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968272,0.0003406579,0.001807486,0.00006835135,0.00005371999,0.0002297665,0.0001547052,0.00004181312,0.0004764221],"genre_scores_gemma":[0.9923162,0.0008395835,0.003779079,0.0001272142,0.00003609078,0.0005886934,0.0008680674,0.0000108792,0.001434181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001856518,"threshold_uncertainty_score":0.006210625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2911911948477892,"score_gpt":0.4933192472855356,"score_spread":0.2021280524377464,"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."}}