{"id":"W1495523073","doi":"10.1111/j.1537-2995.2011.03237.x","title":"Vitamin K‐dependent coagulation factor deficiency in trauma: a comparative analysis between international normalized ratio and thromboelastography (CME)","year":2011,"lang":"en","type":"article","venue":"Transfusion","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Canadian Armed Forces; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Thromboelastography; Medicine; Internal medicine; Coagulation testing; Warfarin; Gastroenterology; Coagulation; Demographics; Surgery; Atrial fibrillation","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":[0.0002621033,0.0002270894,0.0005255969,0.0009827348,0.00009496193,0.00002731079,0.0001023837,0.0001376567,0.0002742063],"category_scores_gemma":[0.00001680249,0.000211152,0.0001635864,0.001015394,0.0001033303,0.0003315942,0.00001733513,0.0002225429,0.00001051007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009624112,"about_ca_system_score_gemma":0.00003502387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005201299,"about_ca_topic_score_gemma":0.002320686,"domain_scores_codex":[0.9981286,0.000122876,0.0005543811,0.0004495912,0.0005170637,0.0002275058],"domain_scores_gemma":[0.9993345,0.00009155175,0.0001229932,0.0001992548,0.0001455619,0.000106195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006713164,0.0004556717,0.9219411,0.00005014352,0.0003095328,0.00001261055,0.02728028,0.00005316072,0.02947998,0.00025772,0.000003827149,0.01948466],"study_design_scores_gemma":[0.003377625,0.0002754982,0.9763186,0.00004902693,0.0005211508,0.000005129034,0.001370519,0.001323119,0.01644949,0.00009235532,0.00002317396,0.0001943043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674491,0.0001264131,0.02877692,0.000114714,0.0001164532,0.0007158016,0.00006558082,0.00006740817,0.002567639],"genre_scores_gemma":[0.9978198,0.00008530256,0.001740729,0.00002972753,0.0000287307,0.00003175919,0.0002257505,0.00001356478,0.000024659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0543775,"threshold_uncertainty_score":0.8610528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05895903583993523,"score_gpt":0.3087741114847157,"score_spread":0.2498150756447804,"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."}}