{"id":"W2609768702","doi":"10.1097/ta.0000000000001531","title":"Every minute counts","year":2017,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":309,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Medicine; Hemostasis; Logistic regression; Wilcoxon signed-rank test; Arrival time; Anesthesia; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000351322,0.00009684752,0.0001901178,0.00006846852,0.0003791856,0.0000711328,0.00008961662,0.00007832105,0.00009013028],"category_scores_gemma":[0.0005992035,0.00006567832,0.00008739694,0.0000402026,0.0002490072,0.0002049346,0.0000189411,0.0002898843,0.00002011838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006116789,"about_ca_system_score_gemma":0.00007275462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003756941,"about_ca_topic_score_gemma":0.00003041346,"domain_scores_codex":[0.9991885,0.00005879624,0.0002510663,0.00007792465,0.0002825981,0.0001410497],"domain_scores_gemma":[0.9988319,0.0001135462,0.0001082106,0.0002259537,0.00059323,0.000127201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003414892,0.0006871971,0.2875324,0.002038631,0.0004427008,0.0002396055,0.008877004,0.000005270205,0.004113201,0.006745986,0.08819181,0.5977113],"study_design_scores_gemma":[0.001260277,0.001323268,0.9618415,0.0002838228,0.0006320292,0.0009663384,0.001208324,0.00001239523,0.002407274,0.002301725,0.027597,0.0001660377],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849831,0.001372475,0.0002964391,0.002218193,0.001302875,0.0001099876,0.00001592509,0.00001754809,0.009683481],"genre_scores_gemma":[0.9985926,0.0003340317,0.00009488899,0.0002286779,0.0006031139,0.000001071477,0.000001662118,0.00001244622,0.0001315652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6743091,"threshold_uncertainty_score":0.2916427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0318591401360003,"score_gpt":0.3555723852391831,"score_spread":0.3237132451031828,"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."}}