{"id":"W4229067848","doi":"10.1016/j.neuron.2022.04.009","title":"Cross-translational models of late-onset cognitive sequelae and their treatment in pediatric brain tumor survivors","year":2022,"lang":"en","type":"review","venue":"Neuron","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Ontario Institute for Cancer Research; University of Toronto; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Cognition; Brain tumor; Translational research; Psychology; Neuroscience; Developmental psychology; Medicine; Psychiatry; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001392561,0.0003885718,0.001255927,0.0003626159,0.00004867844,0.00001468987,0.00005519116,0.00009632214,0.0002125562],"category_scores_gemma":[0.00004512901,0.0002729421,0.0003164421,0.0003424886,0.00005290913,0.00004978125,0.00003722855,0.0002183832,0.000004805283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001131737,"about_ca_system_score_gemma":0.0003243095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002597806,"about_ca_topic_score_gemma":0.0001144359,"domain_scores_codex":[0.9983787,0.0002314209,0.0005013607,0.0004679693,0.0002072655,0.0002132925],"domain_scores_gemma":[0.9982531,0.001220069,0.0002171699,0.0001864387,0.00002938975,0.00009383828],"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":[0.0002238872,0.002841293,0.06186348,0.01132231,0.0004885892,0.001431665,0.0009148289,0.00009919378,0.000001032583,0.0000545736,0.00005963121,0.9206995],"study_design_scores_gemma":[0.02313324,0.008749198,0.1537839,0.009322949,0.01020673,0.001854169,0.0001677431,0.0009853387,0.00006259426,0.0007555923,0.7888533,0.002125233],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1819124,0.8151594,8.101101e-7,0.00005424071,0.00007937887,0.001375206,0.001026488,0.00001713186,0.0003749471],"genre_scores_gemma":[0.06269636,0.9358206,0.000007850305,0.00005671722,0.00004581934,0.0004305992,0.0008094074,0.00005244752,0.00008015128],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9185743,"threshold_uncertainty_score":0.9999723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06928227170413792,"score_gpt":0.3404781421633997,"score_spread":0.2711958704592618,"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."}}