{"id":"W2341438550","doi":"10.1177/0049475516644883","title":"Empiric intravenous fluid and electrolyte therapy in patients with Ebola virus disease","year":2016,"lang":"en","type":"article","venue":"Tropical Doctor","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Ebola virus; Intravenous fluid; Sierra leone; Outbreak; Intensive care medicine; Electrolyte imbalance; Virology; Internal medicine; Surgery","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":[0.00002367175,0.0000998039,0.0001631686,0.00009087014,0.00003794753,0.00001461695,0.00003470409,0.00003929209,0.0002748616],"category_scores_gemma":[0.00003745553,0.00004914192,0.00002831228,0.0001357814,0.00008664059,0.00005967521,0.00001728932,0.0001126827,0.00004733158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006509832,"about_ca_system_score_gemma":0.00005797007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004549735,"about_ca_topic_score_gemma":0.00002481126,"domain_scores_codex":[0.9991812,0.00003921036,0.0001199432,0.000196993,0.000196532,0.0002660888],"domain_scores_gemma":[0.9995047,0.00003525998,0.00001379162,0.0001440567,0.00005088638,0.0002512397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003637176,0.0005216784,0.90735,0.00001174344,0.00002661959,0.00002920587,0.00001966145,7.746839e-8,0.01517871,0.0002132371,0.0001030256,0.07290887],"study_design_scores_gemma":[0.004793082,0.002338558,0.9882042,0.00003497909,0.000009083222,0.000002079664,9.005301e-7,0.00001070083,0.001498036,0.00006082787,0.002969389,0.00007809977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983726,0.0001221059,0.0001279128,0.0008524033,0.0000193459,0.0003302555,0.000009349483,0.00002766781,0.0001384253],"genre_scores_gemma":[0.9989328,0.0002078284,0.00003082931,0.0002944698,0.00008259883,0.00002587737,0.000003707267,0.00001417969,0.0004076517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08085427,"threshold_uncertainty_score":0.3009542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278891278499196,"score_gpt":0.2770596391106442,"score_spread":0.2642707263256522,"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."}}