{"id":"W2062441845","doi":"10.12927/cjnl.2009.20793","title":"Debra A. Bournes, RN, PhD - Winner 2008 OHA Nursing Leadership Award","year":2009,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nursing; Psychology; Management; Sociology; Nurse Administrator; MEDLINE; Political science; Medicine; Economics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004059382,0.0006851393,0.0007628622,0.001125929,0.002032782,0.003111102,0.0009497526,0.002491475,0.05517538],"category_scores_gemma":[0.009687168,0.0002690409,0.0004024185,0.0003889943,0.0005349783,0.001211911,0.001718037,0.003733494,0.02283078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0029694,"about_ca_system_score_gemma":0.008100363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008110591,"about_ca_topic_score_gemma":0.04001902,"domain_scores_codex":[0.9974048,0.0002333951,0.000107505,0.0001785888,0.001728249,0.0003475129],"domain_scores_gemma":[0.9836685,0.0006217718,0.0002385132,0.0001372794,0.007145347,0.008188513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003822375,0.0000535679,0.0007992524,0.00004896386,0.000006067101,0.000102806,0.00004376527,0.00005131011,0.0001728388,0.0005059041,0.9668882,0.03128905],"study_design_scores_gemma":[0.00006004431,0.0001822279,0.007216307,0.0002893691,0.00001888479,0.0007334212,0.0008888249,0.0005241877,0.0004018731,0.001001278,0.9886502,0.00003330518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007315672,0.01687582,0.002655426,0.5397916,0.3275104,0.0003687713,0.0005690096,0.0003578889,0.1045554],"genre_scores_gemma":[0.03411722,0.01831295,0.002461798,0.03679548,0.02733536,0.0001597713,0.0005371176,0.0002163785,0.8800639],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9448246,"threshold_uncertainty_score":0.18458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2000602861142441,"score_gpt":0.3319813668604566,"score_spread":0.1319210807462125,"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."}}