{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009359781,0.001011342,0.0007231109,0.002283765,0.0006423264,0.002234314,0.001276408,0.0007635836,0.3107057],"category_scores_gemma":[0.008596313,0.0002388364,0.0004322625,0.002447986,0.0002756273,0.001219737,0.001590116,0.001161431,0.2434995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004905412,"about_ca_system_score_gemma":0.0008584163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00123678,"about_ca_topic_score_gemma":0.001606727,"domain_scores_codex":[0.9978072,0.0004709732,0.0002557572,0.0003846892,0.0009081337,0.000173261],"domain_scores_gemma":[0.9952505,0.0008790318,0.0006174133,0.0005508523,0.001977397,0.0007248335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000549063,0.0001106514,0.004276698,0.0005062621,0.0000190191,0.00009063232,0.0001573903,0.0001013374,0.0005854138,0.001477967,0.6732951,0.3188304],"study_design_scores_gemma":[0.00007085365,0.0002083919,0.008560397,0.0002500662,0.00001873496,0.0003520958,0.0002023961,0.0004125162,0.0006258787,0.001786525,0.9874786,0.00003362162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0264387,0.007097573,0.01539042,0.01412315,0.01239355,0.002286322,0.116071,0.0208481,0.7853512],"genre_scores_gemma":[0.1468947,0.009545296,0.03618618,0.01050485,0.007126915,0.003207684,0.09094568,0.003744621,0.691844],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3107057,"threshold_uncertainty_score":0.9831946,"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."}}