{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002329306,0.0002812189,0.000477217,0.0002273982,0.0004303702,0.000342631,0.0003598188,0.0004220725,0.001643584],"category_scores_gemma":[0.007068245,0.000141953,0.0004311721,0.0001378325,0.0002403647,0.0003191193,0.0004922051,0.0005474897,0.0001172341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004020781,"about_ca_system_score_gemma":0.001317661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006175284,"about_ca_topic_score_gemma":0.0009639495,"domain_scores_codex":[0.998686,0.0007455366,0.0002045562,0.0001148941,0.0001379439,0.0001110438],"domain_scores_gemma":[0.9962101,0.001366954,0.001091266,0.0001860904,0.000446123,0.0006994038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1475823,0.1957682,0.1742159,0.004900713,0.0007367868,0.001101424,0.005560638,0.003190088,0.02217603,0.0005802599,0.003202187,0.4409856],"study_design_scores_gemma":[0.01599289,0.6534041,0.3108367,0.0006511567,0.000663163,0.0003312088,0.002833954,0.002419119,0.008251848,0.000353372,0.004146113,0.0001163531],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978637,0.0002772018,0.0002426253,0.0001820691,0.00006677434,0.0008720233,0.00003438659,0.00001099164,0.0004502635],"genre_scores_gemma":[0.9941617,0.0003489198,0.002495397,0.0002236729,0.00004986977,0.002185656,0.00006459977,0.000002058752,0.0004681851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002329306,"threshold_uncertainty_score":0.01231867,"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."}}