{"id":"W4394939260","doi":"10.1007/978-3-031-39740-0_7","title":"Leadership and Advanced Practice Nursing: Reports from the Field","year":2024,"lang":"en","type":"book-chapter","venue":"Advanced practice in nursing","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montfort Hospital","funders":"","keywords":"Nursing; Field (mathematics); Nursing practice; Psychology; Medicine; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00230052,0.0008109738,0.000878389,0.000242112,0.001148192,0.0002030722,0.0003683577,0.001173201,0.0005380908],"category_scores_gemma":[0.01463339,0.0006992071,0.0001484605,0.0002207259,0.0003693252,0.002999859,0.0001093657,0.007748203,0.0002838016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008072151,"about_ca_system_score_gemma":0.0005318843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002512482,"about_ca_topic_score_gemma":0.0001398342,"domain_scores_codex":[0.9941668,0.0008121632,0.001581905,0.001522652,0.0008424752,0.001074025],"domain_scores_gemma":[0.9388108,0.05681849,0.002430999,0.001313694,0.000391607,0.000234358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003626765,0.0002626578,0.00003282369,0.0003788105,0.0002660428,0.001717108,0.03239848,0.00008417605,0.0001379993,0.08693862,0.06243675,0.8117198],"study_design_scores_gemma":[0.0005382019,0.0002165586,0.00002970356,0.0267088,0.0009845281,0.0003131324,0.03902623,0.00002886191,0.00001558428,0.1278072,0.8037012,0.0006300424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005993706,0.07390269,0.0001162098,0.2033495,0.007785865,0.00134701,0.0000237204,0.0002070512,0.713208],"genre_scores_gemma":[0.01940936,0.03542811,0.04432591,0.07097203,0.006919377,0.0003754757,0.0003507974,0.001200792,0.8210182],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8110898,"threshold_uncertainty_score":0.9995459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06264195376103279,"score_gpt":0.4668563407082533,"score_spread":0.4042143869472206,"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."}}