{"id":"W4380078970","doi":"10.3389/fpsyt.2023.1161246","title":"Detecting microstructural alterations of cerebral white matter associated with breast cancer and chemotherapy revealed by generalized q-sampling MRI","year":2023,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"National Science and Technology Council; Chang Gung Medical Foundation; Chang Gung University","keywords":"Breast cancer; Medicine; Internal medicine; Corpus callosum; Comorbidity; Oncology; White matter; Cancer; Neuropsychology; Chemotherapy; Psychiatry; Cognition; Magnetic resonance imaging; Pathology; Radiology","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":[0.0001177469,0.0001964466,0.0004097204,0.0002147147,0.0001222454,0.0000183386,0.00004963682,0.00009298285,0.00007573544],"category_scores_gemma":[0.00001247215,0.0001700129,0.00005600164,0.0005984463,0.0001192449,0.00008514427,0.00002420137,0.0002277663,0.000001390189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001428535,"about_ca_system_score_gemma":0.00007947144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009717455,"about_ca_topic_score_gemma":0.0001702005,"domain_scores_codex":[0.9988509,0.00003746942,0.0003172439,0.0003062868,0.0001648753,0.0003231987],"domain_scores_gemma":[0.9995217,0.00002021312,0.0001745886,0.0001282406,0.00009357776,0.00006169648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000422022,0.00003115993,0.8806613,0.00007057858,0.000345986,9.876843e-7,0.0005992361,0.00003516918,0.0005844222,8.186973e-7,0.1165557,0.0006926263],"study_design_scores_gemma":[0.006103341,0.00008971402,0.9910262,0.0006442237,0.0001341421,0.00002258279,0.0008626951,0.0005899349,0.0001341887,0.0001123906,0.00008436859,0.0001962462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866927,0.00079741,0.0005518692,0.009356579,0.001722036,0.0004868867,0.0002454065,0.00006838945,0.0000787336],"genre_scores_gemma":[0.9855933,0.0003491413,0.01040799,0.001939457,0.000228724,0.00009233564,0.000119119,0.00007173451,0.00119816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1164713,"threshold_uncertainty_score":0.6932924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00720250662098138,"score_gpt":0.2619463156083869,"score_spread":0.2547438089874055,"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."}}