{"id":"W2998790543","doi":"10.5430/jnep.v10n4p72","title":"Effect of applying nurses driven electrolyte repletion protocol on electrolyte disturbances control among critically ill patients","year":2020,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Renal function and acid-base balance","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Critically ill; Protocol (science); Electrolyte; Intensive care medicine; Electrolyte Disorder; Electrolyte imbalance; Intensive care unit; Intensive care; Emergency medicine; Internal medicine; Hyponatremia","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0004839364,0.0001265709,0.0003229702,0.00009369393,0.00009332886,0.00003347261,0.00004941611,0.00005603164,0.00001917618],"category_scores_gemma":[0.008832297,0.00009372011,0.0000874891,0.0001700144,0.00007029406,0.0003699265,0.000002842237,0.0003664307,0.000002487795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008930712,"about_ca_system_score_gemma":0.0001919547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002356619,"about_ca_topic_score_gemma":7.3767e-8,"domain_scores_codex":[0.9985203,0.0003812773,0.0004298179,0.0001510345,0.0003810854,0.0001364928],"domain_scores_gemma":[0.99692,0.0008128375,0.0006890622,0.00008862716,0.001298468,0.0001910332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1206297,0.008148271,0.06553411,0.001496099,0.0004997334,0.00002727665,0.004433488,0.00008329621,0.231267,0.0006409267,0.03839073,0.5288493],"study_design_scores_gemma":[0.04305279,0.1143061,0.2358898,0.01222604,0.004435408,0.002356932,0.003376598,0.00349795,0.2502958,0.0002763821,0.3292096,0.001076586],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8923489,0.0003099751,0.002714241,0.06336814,0.001215917,0.02639287,0.000004211862,0.00004847022,0.01359723],"genre_scores_gemma":[0.9918912,0.00001999224,0.0004512588,0.006297139,0.0004593535,0.0007962067,0.000004148897,0.00001395218,0.00006672196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5277727,"threshold_uncertainty_score":0.9995167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01655804863615195,"score_gpt":0.3753436034343249,"score_spread":0.358785554798173,"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."}}