{"id":"W2399759749","doi":"10.1097/ans.0000000000000107","title":"The Evolution of Data-Information-Knowledge-Wisdom in Nursing Informatics","year":2016,"lang":"en","type":"article","venue":"Advances in Nursing Science","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Informatics; Hierarchy; Health informatics; Engineering informatics; Health Administration Informatics; Field (mathematics); Computer science; Information system; Data science; Nursing; Knowledge management; Epistemology; Medicine; Philosophy; Engineering; Mathematics; Political science","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":[0.02840472,0.0005191806,0.0009206556,0.00536103,0.005205448,0.01519118,0.002197633,0.005360364,0.002014995],"category_scores_gemma":[0.0253228,0.0006055739,0.000738323,0.005783714,0.06132086,0.02717678,0.009852423,0.01031283,0.0005617943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01777126,"about_ca_system_score_gemma":0.01199823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006603543,"about_ca_topic_score_gemma":0.005040041,"domain_scores_codex":[0.9800301,0.01146834,0.001407859,0.001645565,0.004701558,0.0007465073],"domain_scores_gemma":[0.9552978,0.03348447,0.001923117,0.003965859,0.003903136,0.001425603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007784138,0.00001229233,0.0003569342,0.00009981397,0.000004248565,0.00003668607,0.005010253,0.0002650727,0.00006092301,0.9828854,0.0007147076,0.01054586],"study_design_scores_gemma":[0.000009114332,0.00002607265,0.000486856,0.0003144657,0.000004892761,0.000112826,0.004634183,0.001613214,0.0001560726,0.9618529,0.03075998,0.00002952193],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.064725,0.03185286,0.3310659,0.2915379,0.002159975,0.0002983412,0.0001922018,0.0002612637,0.2779065],"genre_scores_gemma":[0.883192,0.008136376,0.08813122,0.01260848,0.0006907752,0.0003938235,0.00007483888,0.00009212338,0.006680381],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02840472,"threshold_uncertainty_score":0.1502203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03569498939851346,"score_gpt":0.4229728002517835,"score_spread":0.38727781085327,"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."}}