{"id":"W2904399018","doi":"10.1016/j.nicl.2019.101706","title":"Neurophysiological markers of network dysfunction in neurodegenerative diseases","year":2019,"lang":"en","type":"review","venue":"NeuroImage Clinical","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"Irish Institute of Clinical Neuroscience; EU Joint Programme – Neurodegenerative Disease Research; Iris O'Brien Foundation; Science Foundation Ireland; Medical Research Charities Group; Irish Research Council; ALS Association","keywords":"Neuroscience; Neurophysiology; Neuroimaging; Brain activity and meditation; Neurodegeneration; Default mode network; Brain mapping; Psychology; Electroencephalography; Medicine; Functional magnetic resonance imaging; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00062704,0.0007096928,0.003384677,0.000217709,0.0001153307,0.000043005,0.0007021746,0.0003941679,0.00008522667],"category_scores_gemma":[0.04523211,0.0005660437,0.001406585,0.001114339,0.0007409783,0.0001869184,0.0007423625,0.001742724,0.000304475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005889047,"about_ca_system_score_gemma":0.0003051846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000339596,"about_ca_topic_score_gemma":0.000002645552,"domain_scores_codex":[0.9893476,0.005186771,0.001975816,0.002369789,0.0005291316,0.0005908561],"domain_scores_gemma":[0.9508834,0.04692238,0.0009552221,0.001020906,0.00007176351,0.0001463431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001117949,0.001885213,0.001337306,0.008761868,0.0001125849,0.0007944285,0.000009305789,0.0007710968,0.0001227844,0.0008827823,0.04401577,0.9401889],"study_design_scores_gemma":[0.0008152468,0.00219677,0.009021057,0.001946794,0.000515662,0.00004403898,0.000002726936,0.0003022801,0.000004813704,0.0002272393,0.9842076,0.0007157628],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001692175,0.9842521,0.00003394109,0.0003378493,0.008984121,0.002544322,0.000305479,0.0002040944,0.001645941],"genre_scores_gemma":[0.0007762499,0.9952388,0.00003716669,0.002339291,0.001001252,0.0001061452,0.00002581957,0.0001040038,0.0003712723],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9401919,"threshold_uncertainty_score":0.9996791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2274406541018138,"score_gpt":0.4105719689013206,"score_spread":0.1831313147995068,"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."}}