{"id":"W4408246398","doi":"10.1002/brb3.70335","title":"Changes in EEG Microstate Dynamics and Cognition Post‐Chemotherapy in People With Breast Cancer","year":2025,"lang":"en","type":"article","venue":"Brain and Behavior","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; University of Ottawa; University of British Columbia","funders":"Canadian Cancer Society Research Institute; Avon Foundation for Women","keywords":"Ministate; Breast cancer; Electroencephalography; Cognition; Medicine; Psychology; Chemotherapy; Audiology; Internal medicine; Cancer; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.00006532966,0.0001203869,0.0002058783,0.0001937176,0.00003812047,0.00001414385,0.00001508556,0.00005456455,0.00003534909],"category_scores_gemma":[0.000008654425,0.0001005819,0.00001100556,0.0002583172,0.00009409635,0.0000410436,0.00002167233,0.0001261741,4.847604e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001195618,"about_ca_system_score_gemma":0.00005686497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001124151,"about_ca_topic_score_gemma":0.06631903,"domain_scores_codex":[0.9994352,0.00001703981,0.0001029348,0.0002081482,0.00006741395,0.0001692129],"domain_scores_gemma":[0.9997782,0.00003934747,0.00002825544,0.00005157008,0.0000668805,0.00003579965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007988046,0.0002618173,0.893501,0.0001141746,0.00002790829,0.00003586795,0.0009278198,1.045258e-7,0.006900937,0.000009902976,0.0001532607,0.09726841],"study_design_scores_gemma":[0.005517457,0.0002121652,0.9913161,0.000692072,0.0001252483,0.00006399371,0.001361229,0.00004134476,0.00049385,0.000007395915,0.00005984067,0.0001092532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753177,0.0004147226,0.000005997781,0.0232578,0.00004001536,0.0006556285,0.0001555453,0.00001870901,0.0001338515],"genre_scores_gemma":[0.9946874,0.001227992,0.00003247127,0.00276274,0.00001306527,0.0002145816,0.00004331244,0.00001259436,0.001005815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09781516,"threshold_uncertainty_score":0.9507182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005700451508166314,"score_gpt":0.2774858900575876,"score_spread":0.2717854385494213,"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."}}