{"id":"W2991389261","doi":"10.1101/19012203","title":"Brain functional network integrity sustains cognitive function despite atrophy in presymptomatic genetic frontotemporal dementia","year":2019,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Western University; McGill University Health Centre; Sunnybrook Health Science Centre; Montreal Neurological Institute and Hospital; Toronto Western Hospital; Université Laval","funders":"Medical Research Council; Wellcome Trust","keywords":"Frontotemporal dementia; Cognition; Atrophy; Dementia; Psychology; Neuroscience; Functional magnetic resonance imaging; Disease; Functional connectivity; Medicine; Pathology","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":[0.0004134627,0.000297214,0.0002242491,0.0007945506,0.0003007841,0.00032481,0.0001988871,0.0002627216,0.0008588802],"category_scores_gemma":[0.001475309,0.0001045519,0.0001451252,0.0003938278,0.0003936472,0.0002368854,0.0002383987,0.0001622253,0.00005968302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002872098,"about_ca_system_score_gemma":0.0001264649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004381342,"about_ca_topic_score_gemma":0.006481673,"domain_scores_codex":[0.9998866,0.00003103364,0.000009831184,0.00003394164,0.00001575144,0.00002281487],"domain_scores_gemma":[0.9994986,0.000170115,0.0002004958,0.00003542818,0.0000353889,0.00005990311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001563626,0.0001574379,0.942668,0.00005784492,0.0003229362,0.001745248,0.000990881,0.0008976887,0.03990378,0.0002309156,0.0002374944,0.01122412],"study_design_scores_gemma":[0.000005686946,0.00007085694,0.9979281,0.000002557552,0.00002772891,0.0004964015,0.0001147368,0.0005664919,0.0005974779,0.0001532409,0.000034188,0.000002599558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998198,0.00002359726,0.00005365575,0.000006764676,2.741962e-7,6.941847e-7,0.00003743243,0.0000013227,0.00005646482],"genre_scores_gemma":[0.9998316,0.00001245046,0.00006964156,0.000002346786,9.98263e-7,0.000001336607,0.00005276811,7.462518e-7,0.00002811582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004381342,"threshold_uncertainty_score":0.008711636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04128285053937921,"score_gpt":0.2679723746189084,"score_spread":0.2266895240795292,"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."}}