{"id":"W3109539848","doi":"10.1111/vsu.13542","title":"Association between biliary tree manipulation and outcome in dogs undergoing cholecystectomy for gallbladder mucocele: A multi‐institutional retrospective study","year":2020,"lang":"en","type":"article","venue":"Veterinary Surgery","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Greo; Health Sciences Centre","funders":"","keywords":"Medicine; Cholecystectomy; Retrospective cohort study; Pancreatitis; Incidence (geometry); Gallbladder; Common bile duct; Surgery; Internal medicine","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":[0.0005193884,0.000223321,0.0005604008,0.0002272872,0.0001102096,0.00003315843,0.00004771519,0.0001282075,0.00002741646],"category_scores_gemma":[0.0007896001,0.0002069013,0.0001440902,0.0003582271,0.00003068502,0.0002433964,0.00005307567,0.0002115509,0.000006467361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002788202,"about_ca_system_score_gemma":0.0001055012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008610062,"about_ca_topic_score_gemma":0.00008042986,"domain_scores_codex":[0.9983077,0.00009714887,0.0005148879,0.0004723288,0.0003097164,0.0002982209],"domain_scores_gemma":[0.9991737,0.0003419057,0.0001496917,0.0001334239,0.0000911933,0.0001100859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003320706,0.0002764528,0.9960873,0.0002235077,0.0001874396,0.00007983945,0.0006056845,0.000008718292,0.0005823473,0.000003952031,0.0002634216,0.001349275],"study_design_scores_gemma":[0.004377011,0.0007691266,0.9926277,0.00005922628,0.0001338759,0.00001821627,0.0005636323,0.0009184182,0.00001437325,0.00002721728,0.0002808013,0.0002103659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961244,0.00009117667,0.0004191738,0.001724259,0.0001554473,0.001252357,0.00002431184,0.00009463396,0.0001142476],"genre_scores_gemma":[0.9987873,0.00001830466,0.0003087214,0.0003468046,0.000196161,0.000109881,0.0001276385,0.0000287979,0.0000764338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00404494,"threshold_uncertainty_score":0.8437188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09420405932492835,"score_gpt":0.3184929484444304,"score_spread":0.2242888891195021,"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."}}