{"id":"W4234857896","doi":"10.1097/ta.0b013e31821a4d89","title":"PlasmaLyte","year":2011,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University of Toronto","funders":"","keywords":"Hypovolemia; Medicine; Shock (circulatory); Acidosis; Anesthesia; Metabolic acidosis; Cardiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002486851,0.000126359,0.0002597816,0.00008796593,0.0002346516,0.000009507608,0.00005723669,0.00006873025,0.0002424545],"category_scores_gemma":[0.0002041132,0.00007534442,0.0001486052,0.0001158997,0.0002707592,0.000110966,0.00002082932,0.0003278916,0.00000859286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000305078,"about_ca_system_score_gemma":0.00003912786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001393646,"about_ca_topic_score_gemma":0.00007495499,"domain_scores_codex":[0.9991003,0.00006539025,0.000341595,0.00008217607,0.0002218352,0.0001887492],"domain_scores_gemma":[0.9989493,0.00007846222,0.00005552273,0.0001217013,0.0006420485,0.0001529093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007083884,0.001286052,0.6459887,0.002279511,0.00136152,0.0002585408,0.09392882,0.000003143074,0.002880302,0.01866971,0.04661123,0.1796486],"study_design_scores_gemma":[0.001165681,0.004498178,0.9580684,0.0001781675,0.001453202,0.001796783,0.01087444,0.000002435857,0.005587843,0.002601513,0.01355551,0.0002178577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737263,0.002638665,0.0001926018,0.0006123776,0.0009433906,0.00007725126,0.000006274609,0.00002279145,0.02178034],"genre_scores_gemma":[0.9982886,0.0008828021,0.0001048979,0.0001994457,0.0004573695,0.000001441515,5.488997e-7,0.00001247671,0.00005239986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3120797,"threshold_uncertainty_score":0.3072456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04421418084002172,"score_gpt":0.321356627069878,"score_spread":0.2771424462298563,"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."}}