{"id":"W2911917212","doi":"10.1111/vsu.13165","title":"Perioperative characteristics, histological diagnosis, and outcome in cats undergoing surgical treatment of primary hyperparathyroidism","year":2019,"lang":"en","type":"article","venue":"Veterinary Surgery","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Rheumatology Association; START Clinic; University of Guelph","funders":"","keywords":"Medicine; CATS; Primary hyperparathyroidism; Perioperative; Interquartile range; Retrospective cohort study; Surgery; Parathyroid carcinoma; Adenoma; 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":[0.0004120254,0.0001512228,0.0002364911,0.0005380476,0.0003109044,0.0004592227,0.0001707987,0.0003313513,0.0007458605],"category_scores_gemma":[0.002098307,0.0001416485,0.0002253201,0.0003386642,0.000302874,0.0003205344,0.0002424452,0.0002566727,0.0001305358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003461437,"about_ca_system_score_gemma":0.0002718875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001087275,"about_ca_topic_score_gemma":0.001680385,"domain_scores_codex":[0.9997012,0.00004781592,0.00005624793,0.00004959433,0.00008261652,0.00006249433],"domain_scores_gemma":[0.9985009,0.0002613938,0.0008642552,0.00004685371,0.0001231609,0.0002032882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006885707,0.0000229187,0.9981623,0.000005112639,0.00000983492,0.0005988787,0.00003822646,0.00002305158,0.0003026222,0.000005146904,0.00002076797,0.0007422017],"study_design_scores_gemma":[0.000003714774,0.0003259901,0.9943352,0.000007802581,0.00001749154,0.004609953,0.0002761576,0.0001557896,0.0001688586,0.000009569538,0.0000859805,0.000003460685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996748,0.0001467049,0.00002851894,0.000009943211,0.000001752303,0.000003161204,0.00003444952,8.162305e-7,0.00009987465],"genre_scores_gemma":[0.9997432,0.00008869395,0.00004326965,0.000005911067,0.00000426407,0.000003113464,0.00008266862,3.585809e-7,0.00002851828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001087275,"threshold_uncertainty_score":0.002511442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07353824424205281,"score_gpt":0.3124308456449819,"score_spread":0.2388926014029291,"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."}}