{"id":"W3023267991","doi":"10.1111/vru.12870","title":"Serial abdominal radiographs do not significantly increase accuracy of diagnosis of gastrointestinal mechanical obstruction due to occult foreign bodies in dogs and cats","year":2020,"lang":"en","type":"article","venue":"Veterinary Radiology & Ultrasound","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shared Health","funders":"University of Pennsylvania","keywords":"Medicine; Radiography; Occult; Radiology; Abdominal ultrasonography; Gold standard (test); Intussusception (medical disorder); Prospective cohort study; Surgery; Ultrasonography; Pathology","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":[0.004845683,0.0003018455,0.0006147584,0.001401775,0.0002112123,0.001025882,0.0004584101,0.0008455423,0.001153936],"category_scores_gemma":[0.03711521,0.0004780947,0.0005673327,0.0005170989,0.000675858,0.001168438,0.0005493854,0.0004173838,0.0004323095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004597297,"about_ca_system_score_gemma":0.000249305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001381802,"about_ca_topic_score_gemma":0.002667841,"domain_scores_codex":[0.9962263,0.001279356,0.0005320236,0.0005032786,0.001213562,0.0002454249],"domain_scores_gemma":[0.9687589,0.01559149,0.00941616,0.002059689,0.003275567,0.0008981398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004207924,0.00002229076,0.9925188,0.00005392644,0.00006794996,0.0002673651,0.0001436869,0.00007002687,0.001182751,0.00001228236,0.00008287268,0.005157419],"study_design_scores_gemma":[0.0000209994,0.0006400684,0.9939021,0.00004987549,0.0001217795,0.00290443,0.000170475,0.0007364072,0.001011625,0.0000303142,0.0004025122,0.00000949591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972219,0.001451155,0.0003029103,0.00007862393,0.00002503822,0.00001427639,0.00008390277,0.00001641431,0.0008056302],"genre_scores_gemma":[0.9988225,0.0002688782,0.0006178861,0.00003597736,0.00002204167,0.000005488312,0.0001234574,0.00000488515,0.00009897393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004845683,"threshold_uncertainty_score":0.02562672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04837175344247719,"score_gpt":0.3208467342942226,"score_spread":0.2724749808517454,"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."}}