{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007795109,0.0001216339,0.0003196046,0.0001691417,0.0000509996,0.000008766241,0.0000482554,0.00008338285,0.0000807948],"category_scores_gemma":[0.0005637996,0.0001081081,0.0001464965,0.0001305676,0.00004981935,0.0003884909,0.00001919342,0.0001878527,7.532555e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001149223,"about_ca_system_score_gemma":0.00005030411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001309891,"about_ca_topic_score_gemma":0.00001306503,"domain_scores_codex":[0.9982039,0.000235859,0.0006419247,0.0001403285,0.0006179237,0.0001600525],"domain_scores_gemma":[0.9987162,0.00008863095,0.0001313686,0.0001004363,0.0008688134,0.0000945876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004885226,0.0007388509,0.8094047,0.002670319,0.0003199682,0.0002826188,0.03117232,0.0001685214,0.03048249,0.001094239,0.00006715269,0.1187136],"study_design_scores_gemma":[0.003813057,0.003272278,0.9796325,0.0005245428,0.0006656388,0.0002835905,0.007751434,0.001548668,0.001186645,0.001139537,0.00003967406,0.0001424607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964584,0.001372678,0.000240675,0.0002505232,0.0005586716,0.0002589065,0.000009620045,0.000006224505,0.000844294],"genre_scores_gemma":[0.9988786,0.00005437956,0.0008895649,0.0000245437,0.0001154775,0.000009179781,0.000009080127,0.00001225597,0.00000692079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1702278,"threshold_uncertainty_score":0.4408519,"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."}}