{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037875,0.0001836276,0.0002385274,0.0006823218,0.0002881371,0.0003807068,0.0001798019,0.0002646932,0.001053633],"category_scores_gemma":[0.001010713,0.0002188557,0.0002633664,0.0004280507,0.0003319027,0.0003090526,0.0003398722,0.0002583057,0.0001366741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003036147,"about_ca_system_score_gemma":0.0003008916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001036785,"about_ca_topic_score_gemma":0.002027273,"domain_scores_codex":[0.9997931,0.00003040598,0.00003044616,0.00004239846,0.00004557588,0.00005823332],"domain_scores_gemma":[0.9991254,0.0001045931,0.0005264842,0.0000402176,0.00007280807,0.0001305126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006587293,0.00002383201,0.9990152,0.000003885693,0.00000509441,0.0001951547,0.0000278499,0.00001442817,0.0002720708,0.000003326476,0.00001708791,0.00035629],"study_design_scores_gemma":[0.000004041091,0.0001888413,0.9980481,0.000004344366,0.00001035792,0.001274657,0.0001874062,0.00009318688,0.0001027711,0.000006680436,0.00007715097,0.000002484767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999815,0.00004358863,0.00002819376,0.000005740805,9.844014e-7,0.000003867929,0.00005058617,8.908792e-7,0.0000510747],"genre_scores_gemma":[0.9996958,0.00004996164,0.00007470093,0.000004986047,0.00000335452,0.000005175667,0.000127975,4.205038e-7,0.00003770526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001053633,"threshold_uncertainty_score":0.003524721,"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."}}