{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002415707,0.0002465416,0.0009277409,0.001142198,0.0001546978,0.000007092146,0.0003329868,0.0004457752,0.00002721975],"category_scores_gemma":[0.00002557159,0.0003299676,0.0002851792,0.0003638359,0.0002594958,0.0001544078,0.0000603872,0.000302143,5.071285e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001395324,"about_ca_system_score_gemma":0.00003902395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006696743,"about_ca_topic_score_gemma":0.002155918,"domain_scores_codex":[0.9987381,0.0001323623,0.0003224818,0.000388706,0.0002007704,0.0002176328],"domain_scores_gemma":[0.9981629,0.0001506233,0.001071637,0.0003676706,0.0001721991,0.00007493048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.07108505,0.002417276,0.3575825,0.01290691,0.002192034,0.0007706743,0.02916793,0.00007782179,0.4727008,0.000862509,0.002767981,0.0474685],"study_design_scores_gemma":[0.00529709,0.00854261,0.9602473,0.0005621748,0.0004930676,0.00005791131,0.007335988,0.004500024,0.006399402,0.0001434736,0.0057758,0.0006452002],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975343,0.0004749951,0.0003147245,0.00004450897,0.0003361205,0.0005476554,0.0002492325,0.00002020149,0.0004782678],"genre_scores_gemma":[0.9986662,0.0001881537,0.0006134129,0.000003707841,0.00001752069,0.000001309322,0.0002980749,0.00002592324,0.0001856514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6026647,"threshold_uncertainty_score":0.9999152,"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."}}