{"id":"W4411256436","doi":"10.3390/cancers17121976","title":"Cognitive Decline in Nasopharyngeal Carcinoma Survivors with Post-Radiation Epilepsy: A Prospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"Cancers","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Nasopharyngeal carcinoma; Prospective cohort study; Medicine; Epilepsy; Cohort; Oncology; Cognition; Cognitive decline; Internal medicine; Pediatrics; Radiation therapy; Psychiatry; Dementia; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001264842,0.000501788,0.0005544818,0.0008501241,0.0009390292,0.0008476522,0.0006149606,0.0005994479,0.001167194],"category_scores_gemma":[0.002063156,0.0004588582,0.0009876532,0.001593415,0.0002926844,0.0008039752,0.0005784754,0.0008728547,0.0003557339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003854717,"about_ca_system_score_gemma":0.0006076148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01317436,"about_ca_topic_score_gemma":0.01634911,"domain_scores_codex":[0.9993258,0.0001277591,0.00009414135,0.0002003098,0.0001368879,0.0001151802],"domain_scores_gemma":[0.998628,0.0001141043,0.0005987146,0.0002215276,0.0002117917,0.0002259388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002264518,0.00006043919,0.998746,0.000009326659,0.0001257291,0.00008783977,0.00007462462,0.00001690154,0.00008279554,0.000007988317,0.00006581757,0.0004959704],"study_design_scores_gemma":[0.00002096628,0.0001881322,0.9990369,0.000006953669,0.00008356263,0.0002674081,0.0001410718,0.00009702592,0.00002334087,0.00001298623,0.0001157674,0.000005843699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988791,0.0002601345,0.00006169621,0.00002704549,0.000007926414,0.00002739393,0.0005453161,0.000002731573,0.0001884546],"genre_scores_gemma":[0.9989692,0.0001592133,0.00006046562,0.00003181347,0.00001083116,0.00002500008,0.0005939119,0.000001931957,0.0001477003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01317436,"threshold_uncertainty_score":0.02619535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009995239779545384,"score_gpt":0.2885299193545664,"score_spread":0.278534679575021,"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."}}