{"id":"W2893922251","doi":"10.3390/jcm7100317","title":"Safety Lapses Prior to Initiation of Hemodialysis for Acute Kidney Injury in Hospitalized Patients: A Patient Safety Initiative","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Acute kidney injury; Renal replacement therapy; Hyperkalemia; Kidney disease; Nephrology; Hemodialysis; Dialysis; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006732389,0.0003322873,0.0004150977,0.001975535,0.000919863,0.00198257,0.000992284,0.0007743263,0.001002945],"category_scores_gemma":[0.02638992,0.0002774934,0.0008341736,0.0021546,0.000691272,0.002034118,0.002268033,0.001551446,0.0001193766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001786195,"about_ca_system_score_gemma":0.003584783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00433947,"about_ca_topic_score_gemma":0.006648705,"domain_scores_codex":[0.9942187,0.001711366,0.001731008,0.0005144327,0.001350457,0.0004741102],"domain_scores_gemma":[0.9228632,0.01005827,0.0546464,0.001327323,0.004782298,0.006322447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000512777,0.0000780616,0.9960476,0.00003728469,0.00002736527,0.00004664037,0.0001622363,0.00003608439,0.00004155332,0.00003625109,0.0002142568,0.003221527],"study_design_scores_gemma":[0.00001302426,0.0002817797,0.9971395,0.0001067915,0.00003772461,0.0001963672,0.0009128109,0.0005413928,0.0001279661,0.00007305558,0.0005590381,0.00001072366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944059,0.0009686284,0.0004680455,0.002026186,0.00004212844,0.0001001402,0.0005940898,0.0000263012,0.00136875],"genre_scores_gemma":[0.9977125,0.0004188154,0.0006241595,0.000395343,0.00009685396,0.00004811508,0.0006463989,0.000003524109,0.00005433015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006732389,"threshold_uncertainty_score":0.03560472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05310121408344452,"score_gpt":0.4496603905737524,"score_spread":0.3965591764903079,"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."}}