{"id":"W3008330096","doi":"10.1093/neuonc/noaa044","title":"Resting-state fMRI detects alterations in whole brain connectivity related to tumor biology in glioma patients","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":132,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health; National Institute of Neurological Disorders and Stroke; National Institute of Mental Health; Beijing Municipal Science and Technology Commission; National Institute on Drug Abuse; National Natural Science Foundation of China","keywords":"Glioma; Resting state fMRI; Neuroscience; Functional connectivity; Biology; Psychology; Cancer research","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004119889,0.0002611369,0.0004983415,0.0004175833,0.0001842886,0.00002711794,0.0003047765,0.0001255763,0.00002391698],"category_scores_gemma":[0.08422175,0.0002571344,0.00005839813,0.001787178,0.000189792,0.0002069662,0.0004149301,0.0006587175,0.0002407408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003126533,"about_ca_system_score_gemma":0.0002127065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001115097,"about_ca_topic_score_gemma":0.001342932,"domain_scores_codex":[0.9958606,0.001658841,0.0005530622,0.001149899,0.0001864288,0.0005911851],"domain_scores_gemma":[0.9838416,0.01545945,0.0001759409,0.0002498919,0.00008069731,0.0001923967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000428512,0.0003231722,0.03457297,0.0000112217,0.000004112262,0.000516384,0.001995941,0.001552866,0.9519063,0.0003282329,0.003624251,0.004736014],"study_design_scores_gemma":[0.01287989,0.01606041,0.2095068,0.00007320846,0.0000194196,0.0002332523,0.0003190695,0.01193392,0.5615396,0.008668609,0.177277,0.001488699],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8970166,0.000006534792,0.00005647496,0.1005261,0.0006786952,0.0008054604,0.00004879491,0.0001387116,0.0007225585],"genre_scores_gemma":[0.958408,0.000001161783,0.0001033644,0.04120736,0.00004785282,0.0001742982,0.000004979202,0.00003256695,0.00002039745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3903667,"threshold_uncertainty_score":0.9999881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03703399342944552,"score_gpt":0.3011670273107551,"score_spread":0.2641330338813095,"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."}}