{"id":"W2047174452","doi":"10.1097/nnd.0b013e31819e11fa","title":"Chart Audit","year":2009,"lang":"en","type":"article","venue":"Journal for Nurses in Staff Development","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Documentation; Audit; Chart; Lawsuit; Liability; Consistency (knowledge bases); Nursing; Medicine; Quality (philosophy); Nursing care; Psychology; Business; Computer science; Accounting","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":[0.0003583082,0.0001473305,0.0001935516,0.0002241995,0.0002722392,0.0001442149,0.0001427219,0.00006078064,0.00007834218],"category_scores_gemma":[0.00008107632,0.0001355742,0.00007142806,0.0001554223,0.0000185569,0.0002835659,0.000005807819,0.0001683815,0.00002778056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005769017,"about_ca_system_score_gemma":0.00006624436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001300911,"about_ca_topic_score_gemma":0.000007136661,"domain_scores_codex":[0.9986346,0.00002986069,0.0004803187,0.0001846471,0.0002943331,0.0003761999],"domain_scores_gemma":[0.9994785,0.00006221954,0.0001730033,0.00009076922,0.00008855465,0.000106963],"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":[0.0004350368,0.0007611334,0.001665819,0.00001271235,0.00001748287,0.00001472704,0.005046031,0.00008671817,0.001875712,0.000342026,0.2422389,0.7475037],"study_design_scores_gemma":[0.002182044,0.0009764839,0.04050676,0.0003969882,0.00002139911,0.00007756201,0.00120562,0.00005817276,0.03067731,0.006798372,0.9167455,0.0003537965],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.953622,0.0003437805,0.0004254639,0.009705026,0.032924,0.0006484881,0.00000446081,0.00006592854,0.002260825],"genre_scores_gemma":[0.9805834,0.00003761249,0.01426299,0.00111933,0.0005689549,0.00003682477,0.0000263171,0.00002889652,0.003335655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7471499,"threshold_uncertainty_score":0.5528557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01949581725547957,"score_gpt":0.3457493425799915,"score_spread":0.3262535253245119,"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."}}