{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001035616,0.0002542065,0.001024969,0.0001841232,0.00003644047,0.00001042901,0.00003180244,0.000116298,0.00005080212],"category_scores_gemma":[0.00004016668,0.0001938018,0.0001596576,0.0001240679,0.0001010417,0.00007009607,0.00003979774,0.00007885603,0.00004183471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002243858,"about_ca_system_score_gemma":0.0001330259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008502824,"about_ca_topic_score_gemma":0.000004641891,"domain_scores_codex":[0.9985929,0.00009949307,0.0004963135,0.0003845439,0.0001475543,0.0002791942],"domain_scores_gemma":[0.998926,0.0005694831,0.0001144371,0.0002392232,0.00002622569,0.000124589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000786685,0.001428607,0.9912409,0.00005592623,0.00006745598,0.002455136,0.0002884839,0.00000130389,0.00135616,0.00003405606,0.00004977285,0.002235499],"study_design_scores_gemma":[0.003132494,0.002051771,0.9894938,0.00004908954,0.00004734134,0.000615228,0.0000931235,0.00004187131,0.0001156835,0.0000043354,0.004163279,0.0001919245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858761,0.01187879,7.814112e-7,0.0001771688,0.0001761489,0.0004503251,0.00002631336,0.00002436901,0.001389968],"genre_scores_gemma":[0.9935207,0.005709859,0.00008499662,0.00006251022,0.00003114987,0.00009718452,0.00009407949,0.00001955202,0.0003800046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007644525,"threshold_uncertainty_score":0.7903009,"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."}}