{"id":"W2164315467","doi":"10.1097/sla.0b013e3181fcdb22","title":"Out-of-hospital Hypertonic Resuscitation After Traumatic Hypovolemic Shock","year":2010,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":283,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Vancouver General Hospital; University of Toronto","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Medicine; Hypertonic saline; Resuscitation; Shock (circulatory); Anesthesia; Saline; Blood pressure; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008469708,0.00020812,0.0006042495,0.0003936011,0.00003361477,0.00001303565,0.0001020383,0.0001814005,0.0001468627],"category_scores_gemma":[0.001277096,0.0001947583,0.0003437896,0.0003464915,0.0001877703,0.0002744089,0.00002588123,0.0002853402,0.00006501187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001436106,"about_ca_system_score_gemma":0.0002095317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003151374,"about_ca_topic_score_gemma":0.00004404974,"domain_scores_codex":[0.9978663,0.00006169726,0.0008683269,0.0003028717,0.0005488738,0.0003519182],"domain_scores_gemma":[0.9976394,0.0007127413,0.0003730118,0.0005291704,0.0005857287,0.0001599996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002714453,0.002491793,0.5019828,0.002988396,0.0005532622,0.0001856394,0.009712801,0.0000111178,0.2163373,0.0004480648,0.02429457,0.2382798],"study_design_scores_gemma":[0.0005829244,0.0002695178,0.9364634,0.0005699956,0.0001057148,0.000008461411,0.0006098535,0.00008440738,0.05879141,0.0008842503,0.001337453,0.0002925782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936921,0.000493996,0.00003923086,0.002587219,0.001877359,0.0003430629,0.00003646336,0.00005904154,0.0008715147],"genre_scores_gemma":[0.998219,0.0001792345,0.0008167131,0.0003467561,0.0001892734,0.00004092839,0.00006044485,0.00004344895,0.000104194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4344806,"threshold_uncertainty_score":0.7942014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1365867511065141,"score_gpt":0.3426533216926227,"score_spread":0.2060665705861086,"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."}}