{"id":"W4412196006","doi":"10.3390/curroncol32070392","title":"Cancer Immunotherapy: The Role of Nursing in Patient Education, Assessment, Monitoring, and Support","year":2025,"lang":"en","type":"review","venue":"Current Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Alberta Health Services; University of Alberta; Sunnybrook Hospital; York University","funders":"","keywords":"Medicine; Immunotherapy; Cancer; Cancer immunotherapy; Oncology nursing; Intensive care medicine; Life expectancy; Adverse effect; Cancer treatment; Health care; Nursing; Oncology; Internal medicine; Nurse education; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00298408,0.00106315,0.001170649,0.001628713,0.00094475,0.002819157,0.001375948,0.003501714,0.003871479],"category_scores_gemma":[0.006124824,0.0002761639,0.000775083,0.001577712,0.001416092,0.002151374,0.002329822,0.004720569,0.001521763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002499931,"about_ca_system_score_gemma":0.006782331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004453781,"about_ca_topic_score_gemma":0.005972905,"domain_scores_codex":[0.998023,0.0008760989,0.0001615884,0.0001550572,0.0006213398,0.0001629132],"domain_scores_gemma":[0.9954,0.002684568,0.0003606237,0.00009793593,0.0009990818,0.0004578293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002890116,0.00008743299,0.0002506963,0.01390708,0.00007116757,0.00009946583,0.0005367565,0.0001969176,0.000232336,0.007136321,0.05484971,0.9226033],"study_design_scores_gemma":[0.0000247641,0.00009549138,0.001558778,0.02854062,0.00007267782,0.0008362642,0.0006276448,0.0001114049,0.00009862395,0.005601651,0.9624017,0.00003033331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001613898,0.9874024,0.0005241626,0.006653414,0.001820004,0.00002493603,0.000009469613,0.00002202049,0.003382236],"genre_scores_gemma":[0.002989575,0.9893048,0.001210541,0.003948766,0.001180951,0.00005868393,0.00001722088,0.000006402912,0.001283093],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004453781,"threshold_uncertainty_score":0.01813841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07836355431715991,"score_gpt":0.4996296230457276,"score_spread":0.4212660687285676,"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."}}