{"id":"W4308125174","doi":"10.3389/fonc.2022.1027515","title":"Functional changes of the prefrontal cortex, insula, caudate and associated cognitive impairment (chemobrain) in NSCLC patients receiving different chemotherapy regimen","year":2022,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jiangsu Cancer Hospital; Government of Jiangsu Province","keywords":"Medicine; Carboplatin; Internal medicine; Montreal Cognitive Assessment; Insula; Oncology; Chemotherapy; Neuroscience; Dementia; Psychology","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":[0.00007578911,0.000168738,0.0001805298,0.0002357473,0.0002222851,0.0001923955,0.0000975069,0.0001826994,0.0005950205],"category_scores_gemma":[0.0002555828,0.00006165813,0.0001498325,0.0001995045,0.0001430344,0.00009025732,0.0001088648,0.0001462338,0.00005547221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001992224,"about_ca_system_score_gemma":0.0001389873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004783458,"about_ca_topic_score_gemma":0.0096207,"domain_scores_codex":[0.999956,0.000006899576,0.00000442645,0.00001440982,0.000008464719,0.000009780926],"domain_scores_gemma":[0.9999132,0.000007950784,0.00004648635,0.00000444514,0.00001127417,0.00001654783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006077825,0.00008128046,0.9855482,0.00004565821,0.0001456759,0.0007448322,0.0001636809,0.00009015419,0.005612384,0.00001672075,0.0001141666,0.006829427],"study_design_scores_gemma":[0.000003603956,0.00006831209,0.9992901,0.000001936753,0.00001770549,0.0003554334,0.0000499068,0.00004059875,0.0001172804,0.000008629658,0.00004546194,0.000001040989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993446,0.0002836226,0.00002363966,0.00001437579,0.000001486968,0.000004551368,0.00008387202,0.000001275467,0.0002426383],"genre_scores_gemma":[0.9997146,0.00008151295,0.00002887795,0.00001214701,0.000001946324,0.000003313431,0.00007757293,2.688368e-7,0.00007984378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004783458,"threshold_uncertainty_score":0.009511232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111652729789273,"score_gpt":0.25374176661089,"score_spread":0.2426252393129973,"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."}}