{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003541828,0.0002815116,0.002402035,0.00006584969,0.00008949928,0.000003914255,0.0003522831,0.0001853598,0.00001712432],"category_scores_gemma":[0.0006579633,0.0001437996,0.0005433044,0.0008145362,0.0001382532,0.00001314827,0.00006313973,0.000577492,0.000002821674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004061511,"about_ca_system_score_gemma":0.004356468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002111841,"about_ca_topic_score_gemma":0.001597199,"domain_scores_codex":[0.9973481,0.000628207,0.001082283,0.0002888982,0.0003640718,0.000288396],"domain_scores_gemma":[0.9975541,0.0006305613,0.0006032448,0.0007739377,0.0003538496,0.00008434762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00000384783,0.000007410297,0.0006556544,0.5646797,0.00003533635,0.000003002124,0.0003697898,4.344656e-8,3.479752e-8,0.0001821192,0.001099757,0.4329633],"study_design_scores_gemma":[0.00009181896,0.00001856109,0.00006494509,0.5365285,0.0002705478,0.000002093997,0.0002205642,2.029064e-7,8.13413e-7,0.000003466372,0.4627429,0.00005549945],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000600836,0.9914628,3.612768e-7,0.003572852,0.0004044294,0.003765539,0.000199879,0.0000115984,0.0005765274],"genre_scores_gemma":[0.00001480679,0.9977494,0.00005087471,0.001356827,0.0001249669,0.0004463832,0.00008521445,0.0000253298,0.0001462036],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4616432,"threshold_uncertainty_score":0.7728186,"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."}}