{"id":"W2062246958","doi":"10.1016/j.iccn.2009.03.004","title":"Evaluation of an Electrolyte Replacement Protocol in an adult Intensive Care Unit: A retrospective before and after analysis","year":2009,"lang":"en","type":"article","venue":"Intensive and Critical Care Nursing","topic":"Potassium and Related Disorders","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Lions Gate Hospital","funders":"","keywords":"Medicine; Intensive care unit; Protocol (science); Electrolyte; Psychological intervention; Intensive care; Emergency medicine; Nursing; Intensive care 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":[0.0001721119,0.0001730326,0.0004109218,0.0003277604,0.00005835657,0.00002438049,0.00003036305,0.0001686818,0.0000170481],"category_scores_gemma":[0.001240025,0.0001435365,0.00007401466,0.0003957076,0.0002663196,0.000135537,0.000008997894,0.0002966798,2.563842e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002561175,"about_ca_system_score_gemma":0.0001078673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000612724,"about_ca_topic_score_gemma":0.0004598932,"domain_scores_codex":[0.9984083,0.0001658894,0.0002884625,0.0004176535,0.000453259,0.0002664583],"domain_scores_gemma":[0.9860538,0.00001852637,0.00004591468,0.0002093534,0.01349405,0.0001783288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0175388,0.0008417381,0.4371809,0.000714815,0.0007874374,0.0003982248,0.2655303,0.00004780494,0.009293863,0.002563486,0.00003579022,0.2650668],"study_design_scores_gemma":[0.003839465,0.008350569,0.6764852,0.0008789866,0.003659468,0.00006034293,0.2941643,0.007083171,0.002149828,0.003124545,0.000002062142,0.0002020589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900989,0.0004822848,0.0000468024,0.001237669,0.00002602206,0.007433885,0.00001270983,0.00001789628,0.0006438486],"genre_scores_gemma":[0.9971185,0.000003165416,0.0001084562,0.001537835,0.00002968542,0.001139118,0.00005014695,0.00001099382,0.000002102075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2648647,"threshold_uncertainty_score":0.5853249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819347103131188,"score_gpt":0.3831980895394921,"score_spread":0.3650046185081802,"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."}}