{"id":"W3016732824","doi":"10.17483/2368-6669.1200","title":"Stakeholder Engagement in Nursing Curriculum Development and Renewal Initiatives: A Review of the Literature","year":2020,"lang":"en","type":"review","venue":"Quality Advancement in Nursing Education - Avancées en formation infirmière","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Stakeholder; Stakeholder engagement; Curriculum; Thematic analysis; Empowerment; Nursing; Qualitative research; Medical education; Sociology; Public relations; Psychology; Medicine; Political science; Pedagogy; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003698432,0.000365937,0.0009218448,0.0003496157,0.0005409057,0.0001087198,0.0005282857,0.000187239,0.00004394965],"category_scores_gemma":[0.0006614174,0.0003193253,0.0001343743,0.001595683,0.000166857,0.0007524253,0.00008480191,0.001027081,0.000006349514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001971158,"about_ca_system_score_gemma":0.001241311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009960372,"about_ca_topic_score_gemma":0.0001647633,"domain_scores_codex":[0.9916331,0.005235533,0.001693508,0.0003477805,0.0007468292,0.0003432977],"domain_scores_gemma":[0.9975311,0.0004344312,0.001283801,0.0004386015,0.0002166973,0.00009537834],"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":[0.000003230892,0.0004888608,0.00004955597,0.03005244,0.00001423428,1.922606e-7,0.1444191,0.00000749074,6.652807e-8,0.01589138,0.0001888783,0.8088846],"study_design_scores_gemma":[0.0001371747,0.00001508022,0.0001083413,0.3133703,0.00005377539,0.000001121358,0.03962212,0.000002299876,0.000001412218,0.0003991147,0.6460603,0.000228985],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000295488,0.9815594,0.00008721267,0.002961207,0.0008047596,0.002172033,0.00001344775,0.00004104124,0.01206544],"genre_scores_gemma":[0.001098176,0.9958879,0.001638624,0.0004251728,0.0001034099,0.0003871277,0.0003253142,0.00002331327,0.0001109249],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8086556,"threshold_uncertainty_score":0.9999259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1075387035469063,"score_gpt":0.4568060954151527,"score_spread":0.3492673918682465,"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."}}