{"id":"W2139431842","doi":"10.1111/vec.12141","title":"Prospective multicenter evaluation of coagulation abnormalities in dogs following severe acute trauma","year":2014,"lang":"en","type":"article","venue":"Journal of Veterinary Emergency and Critical Care","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"North Carolina State University","keywords":"Medicine; Partial thromboplastin time; Fibrinogen; Prothrombin time; Internal medicine; Gastroenterology; Coagulation; Coagulation testing; Antithrombin; Prospective cohort study; Platelet; Anesthesia; Heparin","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":[0.001298793,0.0002514875,0.0003150952,0.0006639953,0.0002886997,0.0003173862,0.0001456487,0.0002724207,0.0007153715],"category_scores_gemma":[0.001780761,0.0001652626,0.0001822131,0.0004931876,0.0003014122,0.0003657647,0.0003451122,0.0002471685,0.0001453525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002591874,"about_ca_system_score_gemma":0.000411644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006011411,"about_ca_topic_score_gemma":0.0009850308,"domain_scores_codex":[0.999305,0.0002331671,0.00007884055,0.000148463,0.0001498011,0.00008475281],"domain_scores_gemma":[0.9979601,0.0002120768,0.00100973,0.0001322967,0.0003615547,0.0003242252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003953176,0.0001186329,0.9967911,0.00001103133,0.00002110189,0.00009883756,0.00003631345,0.00003041409,0.001142891,0.000008926757,0.00005454717,0.001290832],"study_design_scores_gemma":[0.00004274099,0.002197016,0.995774,0.000004996177,0.00002600692,0.0009216852,0.0001352603,0.0001586892,0.0003883185,0.000007485259,0.0003404128,0.000003494117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999477,0.00009229528,0.000149645,0.000007649121,0.00000193907,0.00003493812,0.0001139446,0.000004265022,0.0001184421],"genre_scores_gemma":[0.9987121,0.00007698959,0.0005117749,0.00001712894,0.000008234282,0.00005482618,0.0005381276,0.000001649307,0.00007916835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001298793,"threshold_uncertainty_score":0.00686878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04911872881219165,"score_gpt":0.3805191631554958,"score_spread":0.3314004343433042,"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."}}