{"id":"W4410917703","doi":"10.1111/jvim.70121","title":"Blood and Peritoneal Lactate, Ratio and Difference, and Peritoneal Lactate to Total Solids Ratio for Detection of Intestinal Strangulating Obstructions in Horses","year":2025,"lang":"en","type":"article","venue":"Journal of Veterinary Internal Medicine","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Receiver operating characteristic; Gastroenterology; Confidence interval; Internal medicine; Area under the curve; Peritoneal fluid; Blood lactate","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007025893,0.0002737089,0.000698166,0.0007525659,0.0001219133,0.00005326341,0.0001830716,0.0001039434,0.00003692186],"category_scores_gemma":[0.001430254,0.0002244081,0.00007097552,0.0002721128,0.0004409096,0.0002848924,0.0002366972,0.0005820844,2.248616e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007654992,"about_ca_system_score_gemma":0.00009153353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000237746,"about_ca_topic_score_gemma":0.0000360804,"domain_scores_codex":[0.9976471,0.000185417,0.001099443,0.0003165115,0.0004066982,0.00034483],"domain_scores_gemma":[0.9982632,0.0006896458,0.0003174821,0.0001414525,0.0002966925,0.0002915441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006400078,0.0001629351,0.006780756,0.000641396,0.0001304343,0.0007893327,0.002258482,0.000008133342,0.9508705,0.00005861407,0.00002424507,0.0318751],"study_design_scores_gemma":[0.01502771,0.1735537,0.6712438,0.00992621,0.0004514683,0.08474322,0.01034365,0.01546593,0.01687855,0.00114369,0.0004705355,0.0007515238],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917378,0.0005575187,0.005476297,0.001157347,0.000544161,0.0003910885,0.00001666851,0.00001311981,0.0001060346],"genre_scores_gemma":[0.9970362,0.0001285525,0.002167035,0.00005713675,0.0003758682,0.0000285218,0.000002512621,0.00002236524,0.0001818582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.933992,"threshold_uncertainty_score":0.9151095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05740973076417993,"score_gpt":0.3921273266854515,"score_spread":0.3347175959212716,"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."}}