{"id":"W7073974735","doi":"","title":"Increasing hub disruption parallels dementia severity in autosomal dominant Alzheimer's disease.","year":2024,"lang":"en","type":"article","venue":"DZNE Pub","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; Instituto de Salud Carlos III; Canadian Institutes of Health Research; Fleni; Deutsches Zentrum für Neurodegenerative Erkrankungen; Korea Health Industry Development Institute; Japan Agency for Medical Research and Development; Fondation Brain Canada","keywords":"Disease; Dementia; Pathological; Degeneration (medical); Alzheimer's disease; Neuroimaging","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004435044,0.0004155011,0.0002468774,0.001752106,0.0002872233,0.0004692482,0.0002232939,0.0003676242,0.003709261],"category_scores_gemma":[0.002086125,0.0002051301,0.0002610932,0.000791455,0.0003893366,0.0005029941,0.0006164626,0.0005406252,0.0004266684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003629132,"about_ca_system_score_gemma":0.0002511257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003255707,"about_ca_topic_score_gemma":0.006531893,"domain_scores_codex":[0.9998243,0.00002992332,0.0000135375,0.00006174146,0.00004019004,0.00003029997],"domain_scores_gemma":[0.9983959,0.0002203324,0.0008108331,0.0001301049,0.0001389473,0.0003038722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001648766,0.000146465,0.8737291,0.0002255388,0.0005335701,0.002268623,0.001000059,0.001664201,0.0639296,0.001887848,0.00236861,0.05059769],"study_design_scores_gemma":[0.000005723086,0.0001089317,0.9937593,0.00001721652,0.0000559063,0.001551045,0.0001421667,0.0006196827,0.001845789,0.001272204,0.0006102404,0.00001186745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902375,0.001083686,0.003769787,0.000147449,0.00002918887,0.00002639637,0.001598118,0.0001580365,0.00294982],"genre_scores_gemma":[0.9973717,0.0003048358,0.0009126543,0.00002014091,0.000009474427,0.000009775289,0.000588376,0.000009887056,0.0007730752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003709261,"threshold_uncertainty_score":0.01240867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02193511895126086,"score_gpt":0.2952667931217745,"score_spread":0.2733316741705136,"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."}}