{"id":"W4412402767","doi":"10.17483/4yyj9k81","title":"Nursing Education for the Coordination of Care and Services: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"Quality Advancement in Nursing Education - Avancées en formation infirmière","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université du Québec à Montréal; Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Nursing; Nurse education; Medicine; Psychology","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":[0.02032506,0.001798065,0.004029878,0.02142129,0.002103283,0.006504325,0.002354318,0.004465642,0.005059082],"category_scores_gemma":[0.08191329,0.001241389,0.004400017,0.02284834,0.001874906,0.005879747,0.00324113,0.002765517,0.0009389319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00904107,"about_ca_system_score_gemma":0.03827256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01150977,"about_ca_topic_score_gemma":0.02364437,"domain_scores_codex":[0.9824311,0.007027608,0.004937357,0.0009221162,0.004207947,0.000473878],"domain_scores_gemma":[0.9400582,0.04470588,0.006232948,0.001121574,0.00719543,0.0006859401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008963022,0.00009316042,0.0009527621,0.5915576,0.0008731085,0.0002205536,0.001696546,0.0004667589,0.0002079664,0.005176187,0.0127731,0.3858926],"study_design_scores_gemma":[0.0000173257,0.00003734023,0.0009619952,0.9529174,0.001178541,0.0001828977,0.0005916806,0.00009507849,0.0000761419,0.0007520184,0.04317325,0.00001635984],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003381772,0.995975,0.0003987506,0.001020465,0.0003429534,0.0003894109,0.0000648954,0.000008547974,0.001461835],"genre_scores_gemma":[0.003763408,0.9934148,0.001292525,0.0004742738,0.0001281706,0.0006563273,0.00009003557,0.000004872854,0.0001756754],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02142129,"threshold_uncertainty_score":0.1074905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06634766895353189,"score_gpt":0.5688675477725346,"score_spread":0.5025198788190026,"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."}}