{"id":"W1569515392","doi":"10.1111/eve.12345","title":"Will rapid abdominal ultrasound help you to decide whether to take a colic to surgery?","year":2015,"lang":"en","type":"article","venue":"Equine Veterinary Education","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ultrasound; Exploratory laparotomy; Laparotomy; Radiology; Volvulus; Ultrasonography; Abdominal ultrasound; Abdominal pain; Surgery; Medical diagnosis","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":[0.002565868,0.0003335194,0.0007316637,0.001020075,0.0006039281,0.001200013,0.0004370935,0.003628059,0.0228631],"category_scores_gemma":[0.02507995,0.0002101302,0.0005022754,0.0004335221,0.0008569958,0.003607997,0.0006320821,0.002551544,0.01047035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000688264,"about_ca_system_score_gemma":0.001069851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001939665,"about_ca_topic_score_gemma":0.003286266,"domain_scores_codex":[0.9993035,0.0002895523,0.00007581273,0.00006857854,0.0001222596,0.0001404238],"domain_scores_gemma":[0.9931351,0.002445853,0.001183262,0.0001861618,0.001557335,0.001492307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001237806,0.0006601787,0.1279787,0.001704735,0.0001212202,0.003513089,0.001603398,0.0001351277,0.0007670121,0.002602061,0.4356466,0.4240301],"study_design_scores_gemma":[0.000592849,0.003336892,0.1786399,0.01446448,0.0003839788,0.04385558,0.02162524,0.001156854,0.002664158,0.02069562,0.711907,0.0006774989],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07852476,0.05111289,0.003976944,0.8041283,0.0175735,0.0005057715,0.001747307,0.0003738798,0.0420567],"genre_scores_gemma":[0.4937782,0.1272292,0.0181868,0.2825986,0.038645,0.0008309731,0.002144396,0.0002235772,0.03636326],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0228631,"threshold_uncertainty_score":0.07648468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1792837933676084,"score_gpt":0.4271045381342355,"score_spread":0.2478207447666271,"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."}}