{"id":"W4283171528","doi":"10.1186/s12917-022-03327-z","title":"Perioperative characteristics, histologic diagnosis, complications, and outcomes of dogs undergoing percutaneous drainage, sclerotherapy or surgical management of intrarenal cystic lesions: 18 dogs (2004–2021)","year":2022,"lang":"en","type":"article","venue":"BMC Veterinary Research","topic":"Veterinary Medicine and Surgery","field":"Veterinary","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Sclerotherapy; Histopathology; Cyst; Percutaneous; Malignancy; Surgery; Perioperative; Nephrectomy; Cytology; Adverse effect; Pathology; Internal medicine; Kidney","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00211568,0.0003763572,0.0009024756,0.0006142393,0.0008338311,0.00004971411,0.0006652762,0.0001313481,0.003316805],"category_scores_gemma":[0.0002921987,0.0003181626,0.0001831663,0.0006508356,0.0008127393,0.0001627425,0.001236476,0.0008108868,0.00002017955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003097919,"about_ca_system_score_gemma":0.0002863176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002164502,"about_ca_topic_score_gemma":0.000009023752,"domain_scores_codex":[0.9943303,0.002005092,0.001026609,0.0008089235,0.00110561,0.0007234488],"domain_scores_gemma":[0.9950774,0.00334578,0.0002488056,0.0008632559,0.0002474917,0.0002172642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06852009,0.01698382,0.4558016,0.01428691,0.002923936,0.2430668,0.01217611,0.0001727129,0.04082567,0.02119985,0.00748206,0.1165605],"study_design_scores_gemma":[0.00591918,0.05960818,0.7815154,0.001569031,0.000181735,0.07384989,0.01541396,0.001549989,0.00003629109,0.0007142547,0.05799837,0.001643775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932112,0.0021651,0.0001375355,0.0005021124,0.0002499341,0.001224673,0.0002392863,0.00005384954,0.002216367],"genre_scores_gemma":[0.993322,0.002241867,0.002248474,0.00007852006,0.0000584689,0.0009295568,0.0001095273,0.00006170268,0.0009498881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3257138,"threshold_uncertainty_score":0.999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2617074448137122,"score_gpt":0.4322695320192846,"score_spread":0.1705620872055724,"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."}}