{"id":"W2045038511","doi":"10.12927/cjnl.2004.17016","title":"Challenges to Developing and Providing Nursing Leadership","year":2004,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Pace; Nursing; Nurse Administrator; Nursing research; Public relations; Psychology; Political science; MEDLINE; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04908548,0.0006594122,0.000936137,0.001538648,0.01339703,0.01601781,0.005957682,0.009647437,0.01270586],"category_scores_gemma":[0.1145927,0.0006798108,0.000886676,0.001737011,0.006439881,0.009665199,0.01218159,0.01078067,0.008014105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01096666,"about_ca_system_score_gemma":0.07996265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03316457,"about_ca_topic_score_gemma":0.04913457,"domain_scores_codex":[0.9496633,0.02509918,0.003760279,0.001962265,0.01208698,0.007427991],"domain_scores_gemma":[0.8580976,0.03294817,0.006701672,0.003291702,0.04919324,0.04976771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007964883,0.0004975419,0.00552988,0.002347971,0.0000711083,0.001240797,0.01692536,0.002227719,0.0006990969,0.08210472,0.4941657,0.3941104],"study_design_scores_gemma":[0.00007595087,0.0002777656,0.005628435,0.003989221,0.00003906455,0.001876134,0.06096964,0.00195083,0.0004210438,0.07011385,0.8545091,0.0001490303],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008528464,0.0139995,0.006840717,0.9177095,0.005216702,0.0002376347,0.00008165405,0.0003239646,0.04706196],"genre_scores_gemma":[0.4604984,0.07008295,0.1178276,0.2509878,0.01232629,0.001950974,0.0006525391,0.0006123674,0.08506107],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04908548,"threshold_uncertainty_score":0.2595919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3261766525542468,"score_gpt":0.3641644630725859,"score_spread":0.0379878105183391,"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."}}