{"id":"W2185892039","doi":"10.5326/0380499","title":"Choosing Fluids in Traumatic Hypovolemic Shock:The Role of Crystalloids, Colloids, and Hypertonic Saline","year":2002,"lang":"en","type":"review","venue":"Journal of the American Animal Hospital Association","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hypovolemia; Hypertonic saline; Shock (circulatory); Blunt trauma; Resuscitation; Anesthesia; Advanced trauma life support; Tachypnea; Penetrating trauma; Abdomen; Surgery; Tachycardia; Intensive care medicine; Blunt; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001090345,0.0003814398,0.002203139,0.0003458329,0.00009437175,0.00005249499,0.0003744669,0.0001810874,0.000009064397],"category_scores_gemma":[0.001313993,0.0002358649,0.0007289381,0.001173303,0.0001805419,0.0001827041,0.00008519995,0.0009878903,0.000003829016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001835749,"about_ca_system_score_gemma":0.0003138463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000795804,"about_ca_topic_score_gemma":0.00002406328,"domain_scores_codex":[0.9962146,0.000473832,0.001732828,0.0002442233,0.00097956,0.000354926],"domain_scores_gemma":[0.9937018,0.0005872091,0.004981341,0.0002870222,0.0003311894,0.0001114789],"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":[0.0002025963,0.0006047541,0.01892709,0.002092968,0.0007460478,0.00001697435,0.001497712,0.000003778029,0.001304216,0.00002530552,0.0007252044,0.9738533],"study_design_scores_gemma":[0.007049411,0.01270708,0.5269423,0.05699799,0.01416834,0.001365588,0.01156746,0.001025373,0.0002850704,0.0004922826,0.3653538,0.002045336],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2837426,0.7142426,0.000003341906,0.0008203833,0.0002007083,0.0007750315,0.00003188971,0.0000112935,0.0001721837],"genre_scores_gemma":[0.3664867,0.6327665,0.0002835091,0.00006619842,0.0002402685,0.00001042457,0.000006775381,0.00005381876,0.00008578624],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.971808,"threshold_uncertainty_score":0.961829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01618286936078262,"score_gpt":0.2812646339152757,"score_spread":0.2650817645544931,"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."}}