{"id":"W4396579516","doi":"10.1111/vsu.14098","title":"Outcome of video‐assisted thoracoscopic treatment of idiopathic chylothorax in 15 cats","year":2024,"lang":"en","type":"article","venue":"Veterinary Surgery","topic":"Lymphatic Disorders and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Chylothorax; CATS; Thoracic duct; Surgery; Pleural effusion; Thoracoscopy; Video-assisted thoracoscopic surgery; Retrospective cohort study; Effusion; Cardiothoracic surgery; Lymphatic system; 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":[0.0001982426,0.0001908209,0.0007693525,0.0003882414,0.00001398456,0.000008164322,0.00003859467,0.000080556,0.00008425883],"category_scores_gemma":[0.00004135341,0.0001435148,0.0002494383,0.0004039409,0.00006334321,0.00007559632,0.00002170013,0.00003363987,0.00002460246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001499781,"about_ca_system_score_gemma":0.0001839044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003274883,"about_ca_topic_score_gemma":0.000008148411,"domain_scores_codex":[0.9986139,0.0000742972,0.0006418072,0.0002623274,0.0002000176,0.0002076345],"domain_scores_gemma":[0.9992866,0.0002005187,0.00008886508,0.000320051,0.00003003881,0.00007392644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005217255,0.002110733,0.8684987,0.002067102,0.0003308294,0.004285849,0.0005336487,0.000001407007,0.009098026,0.00003699495,0.0001021547,0.1124128],"study_design_scores_gemma":[0.001643713,0.003232732,0.9855882,0.002335112,0.000274666,0.0004191416,0.0001537006,0.0001693192,0.003659222,0.0001022529,0.002210556,0.0002113791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883907,0.009944101,0.00001221845,0.0001857458,0.0004432683,0.0002870606,0.00002240928,0.00004591323,0.0006685638],"genre_scores_gemma":[0.9987224,0.0004715122,0.0001352349,0.00002372481,0.0000305328,0.00005245845,0.00003088466,0.00002966525,0.0005035707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1170895,"threshold_uncertainty_score":0.5852364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1054024418313617,"score_gpt":0.366203796907946,"score_spread":0.2608013550765843,"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."}}