{"id":"W1496592127","doi":"10.1179/2046905515y.0000000047","title":"A prospective trial comparing isotonic with hypotonic maintenance fluids for prevention of hospital-acquired hyponatraemia","year":2015,"lang":"en","type":"article","venue":"Paediatrics and International Child Health","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Saline; Hyponatremia; Hypertonic saline; Isotonic Solutions; Tonicity; Anesthesia; Adverse effect; Isotonic saline; Randomized controlled trial; Incidence (geometry); Isotonic; Sodium; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003233506,0.00138875,0.003749463,0.0004744706,0.0005478535,0.001222338,0.001352303,0.002669349,0.005382196],"category_scores_gemma":[0.006582509,0.000828955,0.002680676,0.0006619579,0.001721674,0.001167738,0.0006607982,0.00301202,0.0006489844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009335908,"about_ca_system_score_gemma":0.002315074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001584119,"about_ca_topic_score_gemma":0.002068905,"domain_scores_codex":[0.9970759,0.001758551,0.0003285473,0.0004234794,0.0001967164,0.0002167731],"domain_scores_gemma":[0.9948617,0.001952714,0.001375662,0.0003542087,0.0003140585,0.001141764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9924905,0.002259204,0.0004400049,0.0004558786,0.0004631128,0.00002115945,0.00002454553,0.00006692879,0.0005146223,0.00003627836,0.0001116928,0.003116131],"study_design_scores_gemma":[0.9251087,0.0730219,0.001040448,0.00005804655,0.0003553148,0.00001686194,0.00001608812,0.00008695739,0.0001205231,0.00003990718,0.0001273674,0.000007880854],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843318,0.007893274,0.0005703699,0.000572583,0.0008652921,0.004205837,0.000537125,0.00004883462,0.0009748574],"genre_scores_gemma":[0.9858576,0.003349619,0.002156427,0.0008711224,0.0005386777,0.005618826,0.0005606032,0.00001193269,0.001035133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005382196,"threshold_uncertainty_score":0.01800531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02711254458155252,"score_gpt":0.3038705550617448,"score_spread":0.2767580104801922,"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."}}