{"id":"W4404109849","doi":"10.1111/vsu.14189","title":"Clinical findings and prognostic factors for immediate survival in 33 dogs undergoing surgery for biliary peritonitis","year":2024,"lang":"en","type":"article","venue":"Veterinary Surgery","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Recherche en Sciences Animales de Deschambault; Université de Montréal; Cegep de Saint Hyacinthe","funders":"","keywords":"Medicine; Perioperative; Peritonitis; Clinical significance; Mortality rate; Retrospective cohort study; Medical record; Physical examination; Demographics; Surgery; Internal medicine; Bilirubin; Cholecystectomy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001471654,0.000297279,0.0008279943,0.0005039205,0.00009068278,0.00008292872,0.00005590608,0.0002061202,0.00003560535],"category_scores_gemma":[0.002610846,0.0002603835,0.0005541487,0.000305693,0.000153835,0.0002252592,0.00005761818,0.0002282371,0.000004989441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004997903,"about_ca_system_score_gemma":0.0005609871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005006523,"about_ca_topic_score_gemma":0.0000351149,"domain_scores_codex":[0.9976779,0.0001079824,0.0007818675,0.0006474847,0.0001910684,0.000593669],"domain_scores_gemma":[0.9779176,0.02158296,0.0000550228,0.0001914703,0.0000547875,0.0001982172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006111496,0.0002061457,0.9763281,0.003478095,0.0001370802,0.0004432834,0.0003079821,3.47104e-7,0.0006264974,0.0000259358,0.004309898,0.01352543],"study_design_scores_gemma":[0.001026962,0.001167271,0.9737437,0.001963952,0.0001985481,0.0003111461,0.001067727,0.000525594,0.00008195655,0.000435673,0.01885984,0.0006176315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992202,0.002109238,0.0001373908,0.001064792,0.003129601,0.001003825,0.0001619248,0.0001548845,0.00003633694],"genre_scores_gemma":[0.9968933,0.00155931,0.0002157154,0.0001212223,0.0003727314,0.0002500734,0.0003548799,0.00008237136,0.0001503481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02147498,"threshold_uncertainty_score":0.9999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08466067026983334,"score_gpt":0.3429048593227302,"score_spread":0.2582441890528969,"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."}}