{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008050909,0.0003656746,0.001331791,0.0007276172,0.0001307403,0.00006231452,0.0002695262,0.0001818103,0.00009671359],"category_scores_gemma":[0.0001585991,0.0003492997,0.0001338017,0.0003770872,0.0002727404,0.0003839345,0.000444611,0.0002858945,0.000004462428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006189608,"about_ca_system_score_gemma":0.0001365486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000476685,"about_ca_topic_score_gemma":0.000008655838,"domain_scores_codex":[0.9973665,0.0003488813,0.0009965294,0.0005983857,0.0002579533,0.0004317232],"domain_scores_gemma":[0.9973138,0.001923765,0.0001921441,0.0003796086,0.00004359386,0.0001471179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008141152,0.001900918,0.8590493,0.002329279,0.0004443751,0.04602518,0.002854589,0.00002177533,0.04440872,0.001933329,0.007249209,0.02564219],"study_design_scores_gemma":[0.001229343,0.001160919,0.9560322,0.0008398001,0.00005740055,0.03001407,0.0008619404,0.001497916,0.0000424892,0.0009123628,0.006710901,0.0006407235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932401,0.0009142728,0.00002978736,0.0005750235,0.0004499374,0.0005440231,0.00007366679,0.00005648143,0.004116779],"genre_scores_gemma":[0.9986274,0.0001133237,0.0003894668,0.0003567909,0.00003337098,0.0001054018,0.00005166019,0.00003007483,0.0002925116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09698284,"threshold_uncertainty_score":0.9998959,"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."}}