{"id":"W4411354603","doi":"10.1111/vsu.14288","title":"Outcomes and comparison of modified percutaneous cystolithotomy and traditional open cystotomy in 52 cats","year":2025,"lang":"en","type":"article","venue":"Veterinary Surgery","topic":"Veterinary Medicine and Surgery","field":"Veterinary","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Hospital","funders":"","keywords":"Medicine; CATS; Percutaneous; Surgery; Retrospective cohort study; Urinary system; Medical record; Clinical significance; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006116885,0.0001888016,0.0003297001,0.0008400393,0.0003063611,0.0005218798,0.0002131276,0.0003689088,0.0007437341],"category_scores_gemma":[0.00206947,0.0001726664,0.0004564595,0.0004487926,0.0006026455,0.0004650466,0.0005875662,0.0002911335,0.0000916656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009130681,"about_ca_system_score_gemma":0.0004702202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002755593,"about_ca_topic_score_gemma":0.004620834,"domain_scores_codex":[0.9994886,0.00007286003,0.00008071055,0.0001023276,0.0001555149,0.0001000146],"domain_scores_gemma":[0.9979852,0.0002608346,0.001137804,0.00006557241,0.0001709941,0.0003795672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005686291,0.0001377184,0.9945669,0.00004891138,0.0000544441,0.0005031932,0.0001459084,0.0001131203,0.0009816564,0.00002077041,0.00004129551,0.002817384],"study_design_scores_gemma":[0.00001409912,0.001155143,0.9971766,0.00001214665,0.00002971988,0.0008288086,0.0002580868,0.000188619,0.0002313286,0.00001470818,0.00008399102,0.000006572313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997638,0.00008311951,0.00002700197,0.00000487339,0.00000134695,0.000006716228,0.00005463279,6.390382e-7,0.00005790019],"genre_scores_gemma":[0.9996672,0.00006151685,0.00007747691,0.000004559807,0.000002379469,0.00001065246,0.0001323739,4.909033e-7,0.00004337023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002755593,"threshold_uncertainty_score":0.006624818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2053706898751696,"score_gpt":0.390857026493363,"score_spread":0.1854863366181934,"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."}}