{"id":"W4412008326","doi":"10.3390/healthcare13131585","title":"The Value of the Nurse Navigator in Complex Cancer Care: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"Healthcare","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University Health Centre; University of Waterloo","funders":"","keywords":"Nursing; Value (mathematics); Medicine; Value-Based Purchasing; Health care; Psychology; Computer science; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01471018,0.0009294372,0.002838687,0.01316584,0.001891409,0.005891887,0.002311721,0.003039586,0.001852255],"category_scores_gemma":[0.06246971,0.0007543625,0.00282371,0.01868343,0.00199408,0.003945519,0.002325231,0.001843403,0.0002274444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01350135,"about_ca_system_score_gemma":0.05138643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08417873,"about_ca_topic_score_gemma":0.1678121,"domain_scores_codex":[0.9915509,0.003298734,0.002055343,0.0004984653,0.002253086,0.0003435076],"domain_scores_gemma":[0.9352121,0.050787,0.004827631,0.0005800811,0.007874493,0.0007186419],"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":[0.0001023452,0.00004725738,0.001946972,0.6952537,0.001336577,0.0002712385,0.003186149,0.0003327657,0.000132262,0.002339479,0.008744427,0.2863068],"study_design_scores_gemma":[0.00001721011,0.00004563269,0.002121621,0.9449987,0.003020524,0.0002505969,0.001901953,0.0001022975,0.00007270695,0.000441941,0.04699798,0.00002885988],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004978269,0.9977108,0.0001069077,0.0007310518,0.0001587982,0.00008235248,0.00004338871,0.000002810014,0.0006660999],"genre_scores_gemma":[0.006658172,0.9919541,0.0004725743,0.0005034686,0.00009791471,0.0001727861,0.00005264702,0.000002796407,0.00008554775],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08417873,"threshold_uncertainty_score":0.1673775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3001159935418184,"score_gpt":0.59530660744238,"score_spread":0.2951906139005615,"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."}}