{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003407823,0.0006611497,0.0004828637,0.003186461,0.0002006247,0.0008386699,0.0004992582,0.0008928495,0.0005056563],"category_scores_gemma":[0.007682808,0.0003878856,0.0004696095,0.0008777128,0.0006536063,0.001022169,0.0003217796,0.000535769,0.0002719761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00043003,"about_ca_system_score_gemma":0.0002790901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001220456,"about_ca_topic_score_gemma":0.001868741,"domain_scores_codex":[0.9985059,0.0005001646,0.0001882762,0.0002563207,0.0003948459,0.0001544435],"domain_scores_gemma":[0.9964586,0.001039588,0.001493185,0.00009461453,0.0005677968,0.0003462331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002600682,0.00003284072,0.994535,0.00003086548,0.00002826706,0.00008368044,0.00003699918,0.000146044,0.0010741,0.00001182158,0.00006982647,0.003690494],"study_design_scores_gemma":[0.00001082669,0.0008037376,0.9934359,0.0000493552,0.0000601276,0.001080201,0.0001416888,0.002885968,0.001185364,0.00004295139,0.0002924117,0.00001167816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970797,0.001350237,0.000698983,0.00005041944,0.00001120764,0.00003571518,0.0001772848,0.00002282328,0.000573749],"genre_scores_gemma":[0.9983004,0.0002826356,0.001160094,0.00001399594,0.00001233233,0.00001884146,0.0001512409,0.000002650801,0.00005787038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003407823,"threshold_uncertainty_score":0.01802248,"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."}}