{"id":"W2950794492","doi":"10.1101/670646","title":"DEFORMATION BASED MORPHOMETRY STUDY OF LONGITUDINAL MRI CHANGES IN BEHAVIORAL VARIANT FRONTOTEMPORAL DEMENTIA","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University; Montreal Neurological Institute and Hospital","funders":"National Institutes of Health; University of California, San Francisco; University of Southern California","keywords":"Frontotemporal dementia; Atrophy; Frontotemporal lobar degeneration; Neuroimaging; Medicine; Clinical trial; Insula; Dementia; Disease; Internal medicine; Audiology; Neuroscience; Pathology; Physical medicine and rehabilitation; Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001419778,0.0003052476,0.0002273872,0.001129074,0.0002745041,0.0004262211,0.0002445786,0.0003630309,0.0006449128],"category_scores_gemma":[0.003147415,0.0002269354,0.0002687479,0.0005858548,0.0004349022,0.0003454695,0.0003053399,0.0002309811,0.0001452149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003655233,"about_ca_system_score_gemma":0.0002197859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00235314,"about_ca_topic_score_gemma":0.002496949,"domain_scores_codex":[0.9996607,0.0001489736,0.00002587136,0.00005989997,0.00007106748,0.00003354542],"domain_scores_gemma":[0.9990394,0.0002269616,0.000376968,0.0001808098,0.0001169411,0.00005894382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003141173,0.0003956652,0.8738764,0.0001350314,0.0006481521,0.0006233236,0.0007305803,0.005145668,0.06431542,0.0005580343,0.0007591898,0.04967131],"study_design_scores_gemma":[0.00001260247,0.0002665559,0.9935849,0.000004862394,0.00003387405,0.0004213224,0.00006808097,0.003636717,0.001580054,0.0001850345,0.0001946837,0.0000112336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975056,0.0001664155,0.001757889,0.00002913256,0.00000424113,0.00002528526,0.0002336809,0.00002561195,0.0002521229],"genre_scores_gemma":[0.9988437,0.00003403804,0.0007857228,0.000012633,0.000004841092,0.00001836155,0.0001725389,0.000007245748,0.0001208665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00235314,"threshold_uncertainty_score":0.007508636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02824266239822383,"score_gpt":0.2871148981680057,"score_spread":0.2588722357697819,"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."}}