{"id":"W2507365961","doi":"10.1097/ta.0000000000001192","title":"Prehospital point-of-care lactate following trauma","year":2016,"lang":"en","type":"review","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Trauma center; Emergency medicine; Intensive care medicine; Resuscitation; Triage; Blunt trauma; Observational study; Internal medicine; Surgery; Retrospective cohort study","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01014699,0.0007208218,0.004295077,0.004720475,0.0002727138,0.003058705,0.001295883,0.001739705,0.003576606],"category_scores_gemma":[0.0606061,0.0004221792,0.005170836,0.005931527,0.0006206695,0.001859987,0.001041042,0.001352543,0.0003207704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002297027,"about_ca_system_score_gemma":0.003815442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002608802,"about_ca_topic_score_gemma":0.003743916,"domain_scores_codex":[0.9903116,0.004063335,0.003348226,0.0006216012,0.001412365,0.0002427556],"domain_scores_gemma":[0.9473593,0.03644749,0.01209357,0.0006027576,0.003231313,0.0002655995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001220221,0.0000635724,0.005247991,0.8494355,0.01748567,0.0002100733,0.0001798474,0.0002725778,0.0001774256,0.0004656364,0.002652929,0.1225886],"study_design_scores_gemma":[0.001413049,0.001741055,0.03466095,0.8072451,0.1007937,0.002001979,0.0006544801,0.0003570816,0.0009459243,0.002345078,0.04773287,0.0001086886],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001362293,0.9974536,0.0000846363,0.0003969574,0.0001406933,0.0000480167,0.0001642297,0.000002826413,0.0003466676],"genre_scores_gemma":[0.03819366,0.9596418,0.0003815673,0.0009041436,0.0003603648,0.0001681726,0.000262145,0.000003378979,0.0000848216],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01014699,"threshold_uncertainty_score":0.05366307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02923450838025919,"score_gpt":0.3697762346520023,"score_spread":0.3405417262717431,"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."}}