{"id":"W2766707495","doi":"","title":"COMPARISON OF PLAIN RADIOGRAPHY AND COMPUTED TOMOGRAPHY FOR DETECTION OF ELBOW DYSPLASIA IN LABRADOR RETRIEVER","year":2017,"lang":"en","type":"dissertation","venue":"DSpaceUnipr (University of Parma)","topic":"Veterinary Orthopedics and Neurology","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Labrador Retriever; Plain radiography; Computed tomography; Elbow; Radiography; Medicine; Radiology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004012398,0.0005098406,0.0005952689,0.003969439,0.0002217642,0.000922323,0.0005627305,0.0007071458,0.0009132318],"category_scores_gemma":[0.008036532,0.0003538671,0.0004168395,0.0007943056,0.0004994632,0.0007587514,0.0005451065,0.0002160922,0.0005735846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004483218,"about_ca_system_score_gemma":0.0002666525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003145465,"about_ca_topic_score_gemma":0.005180757,"domain_scores_codex":[0.9975299,0.0006727443,0.0003736249,0.0003581939,0.0008678929,0.0001976939],"domain_scores_gemma":[0.9966016,0.0009412934,0.001211893,0.0002299559,0.0007331506,0.0002820718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001216766,0.0001000732,0.9780124,0.0001029452,0.0001161598,0.0008606717,0.0004093984,0.00009657214,0.009467271,0.00002144516,0.0000702359,0.009526236],"study_design_scores_gemma":[0.00001448051,0.0007009588,0.9952512,0.0000311449,0.00007329421,0.002053896,0.0002325978,0.0002980659,0.001153147,0.00001158351,0.0001707309,0.00000901342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979858,0.001023494,0.0002651306,0.00001619437,0.000005227949,0.000019083,0.0000623664,0.000008068931,0.0006145861],"genre_scores_gemma":[0.9982941,0.0004725932,0.0007139198,0.00002224007,0.0000172214,0.00001117332,0.0001993548,0.000005255662,0.0002642398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004012398,"threshold_uncertainty_score":0.02121979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04445434510891798,"score_gpt":0.3223456480645986,"score_spread":0.2778913029556806,"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."}}