{"id":"W2006143304","doi":"10.12927/cjnl.2004.16269","title":"Leading Towards the Future: Implementing Nursing Leadership Principles at the Front Line","year":2004,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's & Women's Health Centre of British Columbia","funders":"","keywords":"Front line; Nursing; Unit (ring theory); Nurse Administrator; Work (physics); Medicine; Psychology; MEDLINE; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003770165,0.0009331314,0.0006668211,0.0003509099,0.004415017,0.0009385174,0.001566958,0.0004966966,0.0004652622],"category_scores_gemma":[0.0006228728,0.0006780214,0.0005058344,0.0009578047,0.001962928,0.0009644319,0.00003773131,0.002161196,0.0005890683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003342562,"about_ca_system_score_gemma":0.0004861511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002122315,"about_ca_topic_score_gemma":0.0008003416,"domain_scores_codex":[0.9919664,0.001086624,0.001128387,0.001294208,0.001551039,0.002973348],"domain_scores_gemma":[0.9959042,0.0009076275,0.0008208139,0.001716426,0.0002657124,0.0003851941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.002025885,0.00169308,0.0017768,0.0005713701,0.0003227472,0.00002706443,0.4590046,0.001784473,0.007012692,0.01191421,0.0521034,0.4617637],"study_design_scores_gemma":[0.003924409,0.0007035001,0.01725292,0.005130467,0.001385774,0.000735114,0.721591,0.0003548482,0.02923905,0.009232434,0.2082485,0.002201946],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06443746,0.02039617,0.001999237,0.8727232,0.01826921,0.001674349,0.00001932657,0.0008924751,0.01958854],"genre_scores_gemma":[0.9694768,0.00003463499,0.001631268,0.01030725,0.0101859,0.00008103679,0.0001068441,0.0002915967,0.007884644],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9050394,"threshold_uncertainty_score":0.9995671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2169933086609005,"score_gpt":0.3574495418499996,"score_spread":0.1404562331890991,"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."}}