{"id":"W2171973480","doi":"10.1111/j.1740-8261.2012.01974.x","title":"DIAGNOSTIC SENSITIVITY OF SUBJECTIVE AND QUANTITATIVE LARYNGEAL ULTRASONOGRAPHY FOR RECURRENT LARYNGEAL NEUROPATHY IN HORSES","year":2012,"lang":"en","type":"article","venue":"Veterinary Radiology & Ultrasound","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Echogenicity; Larynx; Laryngoscopy; Laryngeal paralysis; Recurrent laryngeal nerve; Arytenoid cartilage; Atrophy; Vocal cord paralysis; Paresis; Radiology; Ultrasound; Anatomy; Surgery; Paralysis; Pathology; Internal medicine; Intubation; Thyroid","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"],"consensus_categories":[],"category_scores_codex":[0.002715176,0.0005054357,0.0009834024,0.0005537176,0.0001682424,0.00002339893,0.0002737248,0.000301201,0.00006119908],"category_scores_gemma":[0.007408461,0.0004880707,0.0002378524,0.0005365999,0.001227833,0.0005370309,0.0002199616,0.0006732999,0.00001615314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001071088,"about_ca_system_score_gemma":0.00008073184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001579868,"about_ca_topic_score_gemma":0.00004100088,"domain_scores_codex":[0.9944451,0.002411592,0.0007263261,0.0007780569,0.0003302875,0.001308619],"domain_scores_gemma":[0.9775486,0.02120243,0.0002391181,0.0004641854,0.0001421391,0.0004035545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01253676,0.001708804,0.5194259,0.0008220357,0.0002939927,0.001795929,0.00516621,0.000007259929,0.4516276,0.001412493,0.0004276084,0.004775353],"study_design_scores_gemma":[0.002122072,0.0419971,0.9362078,0.0002107774,0.00008955596,0.01474753,0.001261809,0.0002489068,0.000637478,0.0004334533,0.001393205,0.0006503253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927012,0.003546654,0.000828224,0.000121918,0.0007708534,0.00129106,0.0004462651,0.00007903166,0.0002148355],"genre_scores_gemma":[0.9959707,0.001000925,0.002163845,0.00008165098,0.0002603963,0.0003205994,0.0001181378,0.00007296614,0.00001083774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4509902,"threshold_uncertainty_score":0.9997571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08606875748234018,"score_gpt":0.3745766831055804,"score_spread":0.2885079256232402,"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."}}