{"id":"W2112389327","doi":"10.1186/2193-1801-3-444","title":"A prospective study of grey matter and cognitive function alterations in chemotherapy-treated breast cancer patients","year":2014,"lang":"en","type":"article","venue":"SpringerPlus","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Grey matter; Breast cancer; Medicine; Cognition; Neuropsychology; Chemotherapy; Magnetic resonance imaging; Neuroimaging; White matter; Cancer; Oncology; Internal medicine; Radiology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00007167182,0.0001468345,0.0002803781,0.0001627722,0.00005944544,0.000009860688,0.00001909089,0.00004102934,0.0001373453],"category_scores_gemma":[0.00003224161,0.0001293937,0.00002617048,0.0002378946,0.00006618537,0.00008531795,0.0000329852,0.0001308037,0.00001159493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000114263,"about_ca_system_score_gemma":0.00002229523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009938657,"about_ca_topic_score_gemma":0.0007201308,"domain_scores_codex":[0.9991281,0.00004319203,0.0002218584,0.0002805215,0.0001655124,0.0001608022],"domain_scores_gemma":[0.9993868,0.00004161603,0.00009795347,0.00008528421,0.0003419403,0.00004637362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001494923,0.001079816,0.9877854,0.0000371993,0.0003001846,0.000001241146,0.002670235,0.000002199462,0.0001678658,0.000003034753,0.00004476916,0.006413146],"study_design_scores_gemma":[0.01008785,0.001266592,0.9867083,0.0003127226,0.0002950694,0.000002904239,0.0007625249,0.00007290778,0.0003510603,0.00001967019,0.000008953843,0.0001114229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967484,0.00006497067,0.00003290371,0.0002134836,0.00009488988,0.001507812,0.0000261853,0.00002585929,0.00128552],"genre_scores_gemma":[0.9991637,0.00001713775,0.00000583377,0.0002639615,0.0000647016,0.0002573259,0.000006974705,0.00002111828,0.0001992061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008592926,"threshold_uncertainty_score":0.5276522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006825038468862103,"score_gpt":0.2580712020807053,"score_spread":0.2512461636118432,"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."}}