{"id":"W4394939254","doi":"10.1007/978-3-031-39740-0_8","title":"Advanced Practice Nurses and Engagement in Research, Quality Improvement, and Evidence-Informed Decision-Making","year":2024,"lang":"en","type":"book-chapter","venue":"Advanced practice in nursing","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; McGill University","funders":"","keywords":"Evidence-based practice; Psychology; Quality (philosophy); Nursing; Medicine; Medical education; Alternative medicine","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":[0.02044261,0.0004175566,0.0006259851,0.00134014,0.001224034,0.000187795,0.0003563686,0.0004843826,0.0001306236],"category_scores_gemma":[0.1089844,0.0004028005,0.00004356896,0.0006435575,0.0005138006,0.005100807,0.0003621268,0.006302231,0.0001357225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003136535,"about_ca_system_score_gemma":0.003303813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005324655,"about_ca_topic_score_gemma":0.001295903,"domain_scores_codex":[0.9917727,0.001652494,0.00185412,0.001320939,0.001778568,0.001621197],"domain_scores_gemma":[0.9034998,0.09363743,0.0009129831,0.0006472357,0.0008751148,0.0004274073],"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":[0.001935872,0.0001169017,0.0001175902,0.001857519,0.00001764713,0.00007627637,0.03011731,0.00003584528,0.00008966742,0.02928182,0.001369949,0.9349836],"study_design_scores_gemma":[0.001127278,0.0007248397,0.001067559,0.08375989,0.00005058479,0.00002436192,0.1338823,0.0002229744,0.000006130587,0.1340865,0.6444465,0.0006011113],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02244998,0.06355147,0.0002060882,0.03828413,0.006611611,0.009255026,0.00002918523,0.0001481592,0.8594643],"genre_scores_gemma":[0.4316008,0.3121261,0.1155823,0.00761511,0.001974247,0.002518612,0.00005393121,0.0004390772,0.1280898],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9343825,"threshold_uncertainty_score":0.9998424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3111204934613246,"score_gpt":0.6641396324743003,"score_spread":0.3530191390129757,"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."}}