{"id":"W4406808199","doi":"10.12927/cjnl.2025.27510","title":"BSN Learning Pathways: A Leadership Collaboration to Prepare and Retain New Nurses in Specialized Practice Areas","year":2025,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Nursing; Psychology; Medical education; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008583282,0.0004148384,0.0001512382,0.0009020048,0.005996594,0.004237364,0.001469602,0.00149099,0.009080754],"category_scores_gemma":[0.009269278,0.0002768993,0.0003282661,0.0005117135,0.001849573,0.003011527,0.0129754,0.002685659,0.002513512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002885628,"about_ca_system_score_gemma":0.03349324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003590126,"about_ca_topic_score_gemma":0.02499803,"domain_scores_codex":[0.9923275,0.005020649,0.0001862673,0.0003191977,0.001102186,0.001044186],"domain_scores_gemma":[0.9827766,0.001132412,0.0005793262,0.0002666617,0.00115225,0.01409267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002489449,0.003102911,0.02178607,0.0006537158,0.00005012332,0.00290765,0.03560269,0.00154425,0.002817265,0.01660551,0.1084119,0.806269],"study_design_scores_gemma":[0.0004680049,0.003362655,0.02929891,0.002265466,0.00006390744,0.005318352,0.1484728,0.004818568,0.002656795,0.03635742,0.7667249,0.0001922838],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3628718,0.003590308,0.1075976,0.1653949,0.005398308,0.003058437,0.0002346596,0.00196108,0.349893],"genre_scores_gemma":[0.7789353,0.003038903,0.1493391,0.01038844,0.000720858,0.001088177,0.0002498413,0.0001817837,0.05605765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009080754,"threshold_uncertainty_score":0.04539323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2114105436021369,"score_gpt":0.4646688849973968,"score_spread":0.2532583413952599,"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."}}