{"id":"W4409209681","doi":"10.1186/s12912-025-03045-5","title":"Advancing home health nursing competencies in Canada to reflect a dynamic care environment and complex population health needs: a modified eDelphi study","year":2025,"lang":"en","type":"article","venue":"BMC Nursing","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; McMaster University; Toronto Metropolitan University; Princess Margaret Cancer Centre","funders":"","keywords":"Nursing research; Medicine; Nursing; Nursing management; Population health; Health care; Health informatics; Health administration; Public health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.02167351,0.0008060418,0.0006934805,0.002751594,0.0104788,0.002394469,0.001972421,0.001131423,0.001929198],"category_scores_gemma":[0.02313505,0.0009062704,0.0009640823,0.0037254,0.002383893,0.00127148,0.003961104,0.001827588,0.0002124708],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06078706,"about_ca_system_score_gemma":0.1655069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9280726,"about_ca_topic_score_gemma":0.9610027,"domain_scores_codex":[0.988336,0.004377996,0.0006467353,0.0008505703,0.002805861,0.002982867],"domain_scores_gemma":[0.9814378,0.004778869,0.0007061302,0.0005722863,0.01102141,0.001483585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000680509,0.001800622,0.2618228,0.001551262,0.0001246975,0.002060994,0.562691,0.00228516,0.003200524,0.00417743,0.008970777,0.1506341],"study_design_scores_gemma":[0.0001755467,0.0009781183,0.4561165,0.000900286,0.00008117856,0.0003464433,0.5015013,0.008283069,0.001782321,0.0009963037,0.0286043,0.0002346505],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837535,0.000250998,0.003317798,0.001094511,0.00003399501,0.005436888,0.0006009975,0.00002135158,0.005489851],"genre_scores_gemma":[0.971037,0.0005513609,0.01517771,0.001139749,0.00001301141,0.008049475,0.0006709418,0.00002317476,0.003337567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9392129,"threshold_uncertainty_score":0.441043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08146343034377113,"score_gpt":0.4551900289385457,"score_spread":0.3737265985947746,"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."}}