{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001923558,0.0001578547,0.00007658859,0.0007034624,0.00008389022,0.0001427178,0.0001140838,0.000105833,0.0007208295],"category_scores_gemma":[0.000596766,0.00007365348,0.0001253538,0.0003448412,0.0001799902,0.0001276391,0.0001792899,0.00008406383,0.00004556781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000111629,"about_ca_system_score_gemma":0.0001014027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001966819,"about_ca_topic_score_gemma":0.002853043,"domain_scores_codex":[0.999945,0.00001475563,0.000005012237,0.00001406282,0.00001148985,0.000009654321],"domain_scores_gemma":[0.9997714,0.00004072171,0.0001197901,0.00001656201,0.00003049525,0.00002102877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000451513,0.00006076348,0.9192591,0.0001174662,0.0001894817,0.0008189738,0.0002728153,0.0006628607,0.05681035,0.0001185182,0.0001674939,0.02107076],"study_design_scores_gemma":[0.00000357586,0.0001295235,0.9960564,0.000004208557,0.00002667272,0.0008599354,0.0001019844,0.0007894813,0.001844986,0.00007686246,0.0001040252,0.000002313401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990828,0.0001310967,0.0004695158,0.00001105198,7.782435e-7,0.0000110832,0.00005775699,0.000008391895,0.000227477],"genre_scores_gemma":[0.9992818,0.00008037229,0.0004810044,0.000007058527,0.000001946443,0.000004973071,0.00007271121,0.000001457649,0.00006873578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001966819,"threshold_uncertainty_score":0.00391078,"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."}}