{"id":"W4366337330","doi":"10.46747/cfp.6904262","title":"Radiation-induced cognitive impairment in older adults","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Queen's University; Ottawa Hospital; McMaster University","funders":"","keywords":"Incidence (geometry); Cognitive impairment; Medicine; Neurotoxicity; Cognition; Population; Pediatrics; Radiation therapy; Gerontology; Bioinformatics; Internal medicine; Psychiatry; Toxicity; Biology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00009172755,0.0001549426,0.0002280085,0.0003731066,0.00006991607,0.00001449953,0.00004674499,0.00005604437,0.00001189603],"category_scores_gemma":[0.00001295242,0.0001507757,0.00008670583,0.000720128,0.00002190639,0.00005385998,0.000009515351,0.0001230155,0.0006822317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004098992,"about_ca_system_score_gemma":0.0004908412,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02701078,"about_ca_topic_score_gemma":0.01382052,"domain_scores_codex":[0.9988884,0.00003532887,0.0001618678,0.0002831484,0.0001579252,0.0004733006],"domain_scores_gemma":[0.9992475,0.00004841603,0.00003364868,0.000182579,0.00004901935,0.0004388365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002662438,0.0007516202,0.02082638,0.0001691961,0.0004654977,0.003659273,0.003057007,0.00002216387,0.0005467152,0.0006596543,0.0514148,0.9181615],"study_design_scores_gemma":[0.004304223,0.0002534833,0.9877046,0.0003382943,0.0000632413,0.000001386801,0.003366438,0.0002672794,0.0003217574,0.0000688871,0.003127163,0.000183277],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822482,0.0001987734,0.000001255647,0.001258053,0.0001720022,0.0008749333,0.0001472447,0.00005571067,0.0150438],"genre_scores_gemma":[0.96939,0.00002332888,0.00001376034,0.02963422,0.0001503954,0.0001149003,0.0004651402,0.00002842365,0.0001798348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9668782,"threshold_uncertainty_score":0.9794685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01659786400754957,"score_gpt":0.2602129303304898,"score_spread":0.2436150663229402,"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."}}