{"id":"W4286494913","doi":"10.3390/curroncol29070409","title":"Cognitive Trajectories in Older Patients with Cancer Undergoing Radiotherapy—A Prospective Observational Study","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Observational study; Cognition; Cognitive decline; Prospective cohort study; Norwegian; Cognitive impairment; Radiation therapy; Gerontology; Physical therapy; Internal medicine; Dementia; Psychiatry; Disease","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":[0.0009402112,0.0003022746,0.0007033686,0.0007273514,0.0005920079,0.0007992149,0.0004349368,0.0006326558,0.0007833876],"category_scores_gemma":[0.002286849,0.0003448121,0.0007734447,0.001702838,0.0002398435,0.0007541124,0.0006183496,0.0009242104,0.0002750629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003971678,"about_ca_system_score_gemma":0.0004542951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01413018,"about_ca_topic_score_gemma":0.01424189,"domain_scores_codex":[0.9994282,0.0001334411,0.00009472073,0.0001362424,0.0001121995,0.00009514035],"domain_scores_gemma":[0.9984986,0.0001985656,0.0007107827,0.000143215,0.0001413923,0.0003075389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001302244,0.00006542524,0.9990614,0.00001009139,0.00004667138,0.00004562926,0.0001093364,0.00002399096,0.000068653,0.000005951849,0.00004334436,0.0003893095],"study_design_scores_gemma":[0.000009539744,0.0001964935,0.9991968,0.000006827735,0.00003068632,0.0001055428,0.0002085923,0.0001084241,0.00001307614,0.00001025961,0.0001090777,0.000004656799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992334,0.000145424,0.00004858471,0.00001719598,0.00000345287,0.00001628965,0.0004050308,0.000001536778,0.0001291678],"genre_scores_gemma":[0.9989437,0.0001209843,0.00006962686,0.00002970694,0.000007473679,0.00002089086,0.0007352725,0.000001570892,0.00007075509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01413018,"threshold_uncertainty_score":0.02809584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1016656956937723,"score_gpt":0.4112714814222197,"score_spread":0.3096057857284474,"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."}}