{"id":"W4210538342","doi":"10.21203/rs.3.rs-1241429/v1","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":"preprint","venue":"Research Square","topic":"Veterinary Medicine and Surgery","field":"Veterinary","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Microsoft","keywords":"Sclerotherapy; Medicine; Histopathology; Percutaneous; Cyst; Malignancy; Surgery; Perioperative; Medical record; Nephrectomy; Cytology; Adverse effect; Internal medicine; Pathology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002889691,0.0002126524,0.0002764387,0.0008845098,0.0003298661,0.0003540483,0.0001774965,0.0003185667,0.001138731],"category_scores_gemma":[0.0006089035,0.0002160446,0.0003031216,0.0004555128,0.0003947633,0.0003045407,0.0003380009,0.0002222304,0.0002504046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005678477,"about_ca_system_score_gemma":0.000276051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001403605,"about_ca_topic_score_gemma":0.002280156,"domain_scores_codex":[0.9997244,0.00002715805,0.00005146228,0.00005980327,0.00005523161,0.00008196573],"domain_scores_gemma":[0.9993248,0.00009004929,0.0003509189,0.00002800643,0.00005861659,0.0001475656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000211465,0.00007311422,0.9961019,0.00001094499,0.00001542197,0.0008871848,0.00006908597,0.00003979965,0.0007335311,0.000005434837,0.00005041685,0.001801644],"study_design_scores_gemma":[0.00001790844,0.001095779,0.9894354,0.00001026794,0.0000422692,0.00736722,0.0003596399,0.000182185,0.0009170647,0.00001076135,0.0005541193,0.000007393116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995103,0.000112757,0.00005069001,0.000007142233,0.000001719149,0.000008028635,0.0001560871,0.000001581096,0.0001517705],"genre_scores_gemma":[0.9991907,0.0001000201,0.0001354083,0.00001218731,0.000006659876,0.00001361582,0.0004014453,8.45214e-7,0.0001391443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001403605,"threshold_uncertainty_score":0.004120111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1739671589793348,"score_gpt":0.4379370815085152,"score_spread":0.2639699225291804,"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."}}