{"id":"W4310045870","doi":"10.3138/jmvfh-2022-0005","title":"A call for disciplined patience instead of crystalloid infusion for the trauma patient","year":2022,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Resuscitation; Patience; Blood pressure; Shock (circulatory); Anesthesia; Intensive care medicine; Blood loss; Surgery; Internal medicine; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001947583,0.0003537474,0.0004433235,0.0003617602,0.005220908,0.002303588,0.001234082,0.005139614,0.02022507],"category_scores_gemma":[0.0158831,0.0002920403,0.0008418931,0.0002442296,0.00253273,0.002539877,0.002808042,0.01418929,0.004331216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001877952,"about_ca_system_score_gemma":0.00501738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001892869,"about_ca_topic_score_gemma":0.004956797,"domain_scores_codex":[0.9980288,0.0007585523,0.000181482,0.000166852,0.0005237057,0.0003405462],"domain_scores_gemma":[0.9927303,0.001361435,0.0007254904,0.0002914031,0.0009093022,0.003982028],"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":[0.0003176619,0.0009051219,0.009028713,0.0006253318,0.0001026369,0.01080117,0.004169058,0.0003475628,0.002058293,0.01089298,0.8201357,0.1406158],"study_design_scores_gemma":[0.000401282,0.001586219,0.02032879,0.004871658,0.0002114025,0.03222579,0.01578879,0.001488616,0.002278273,0.02263941,0.8978122,0.0003675522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03211107,0.006127906,0.005135119,0.8784246,0.02965838,0.0001353883,0.00005658395,0.0005593068,0.04779171],"genre_scores_gemma":[0.3619633,0.01567633,0.01628584,0.5462007,0.01874327,0.0002660694,0.0001306992,0.0003187045,0.04041517],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02022507,"threshold_uncertainty_score":0.06765962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03836750228578701,"score_gpt":0.3143421357709228,"score_spread":0.2759746334851358,"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."}}