{"id":"W4409016334","doi":"10.1016/j.jgo.2025.102235","title":"Prevalence of pre-existing cognitive impairment in patients treated for cancer and the impact of cancer treatment on cognitive outcomes: A scoping review","year":2025,"lang":"en","type":"review","venue":"Journal of Geriatric Oncology","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"University of Toronto; Centre for Addiction and Mental Health","keywords":"Medicine; Cognition; Cancer; Cognitive impairment; Gerontology; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004403471,0.001119008,0.006240499,0.005994531,0.0003964006,0.002608007,0.001385829,0.001753992,0.003001137],"category_scores_gemma":[0.01913733,0.000922417,0.008084517,0.007602332,0.0005599524,0.001519205,0.001385591,0.00149079,0.0002340845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002076573,"about_ca_system_score_gemma":0.005123829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01517509,"about_ca_topic_score_gemma":0.0344136,"domain_scores_codex":[0.9978137,0.0004055886,0.0009925248,0.0002809296,0.0004149982,0.00009220376],"domain_scores_gemma":[0.9914411,0.006345325,0.001485553,0.00009165719,0.0005354831,0.0001009329],"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":[0.0002980363,0.00004514853,0.003828108,0.8656107,0.02601368,0.00009284342,0.0002099545,0.0001479356,0.0001468565,0.0002698721,0.002108143,0.1012286],"study_design_scores_gemma":[0.0002176807,0.0002571685,0.02395757,0.7613956,0.1841958,0.0005607668,0.0004843836,0.0001380884,0.0001804726,0.0005141314,0.02801115,0.00008724606],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006428905,0.9989653,0.00003770973,0.00005290654,0.00004319716,0.0000323922,0.0001304611,0.000002207574,0.00009297916],"genre_scores_gemma":[0.005306991,0.9941826,0.0001548765,0.0001309058,0.00002977259,0.00005285459,0.0001024505,0.000001460676,0.00003798135],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01517509,"threshold_uncertainty_score":0.03017354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05579302259990868,"score_gpt":0.4740694054399162,"score_spread":0.4182763828400075,"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."}}