{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007030912,0.000809698,0.000757759,0.0006332697,0.0009296666,0.0006483606,0.0006011016,0.0005816914,0.0002552289],"category_scores_gemma":[0.0002693678,0.0008823774,0.0004048671,0.001021148,0.0007191565,0.001301803,0.000007882136,0.001033559,0.0004760719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001485671,"about_ca_system_score_gemma":0.0001035853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005044014,"about_ca_topic_score_gemma":0.00001109655,"domain_scores_codex":[0.9940823,0.0004861665,0.0008968454,0.001213061,0.001112104,0.002209571],"domain_scores_gemma":[0.9976562,0.0003095823,0.0004048536,0.0008762261,0.0001976821,0.0005554498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001041369,0.00233049,0.003102281,0.0001463132,0.00006121799,0.00005340977,0.02294804,0.0002201487,0.01396962,0.002281344,0.3722586,0.5815871],"study_design_scores_gemma":[0.02373736,0.009056482,0.3539661,0.04833698,0.003381969,0.001575727,0.1833597,0.004377384,0.203841,0.09050419,0.0657571,0.01210597],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2193146,0.02002805,0.003533134,0.6955238,0.02262206,0.002284662,0.00002832173,0.003022622,0.03364271],"genre_scores_gemma":[0.9814405,0.00001785507,0.002595679,0.01184359,0.00221468,0.0000197445,0.0001366357,0.0001705439,0.001560723],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7621259,"threshold_uncertainty_score":0.9993627,"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."}}