{"id":"W4378214016","doi":"10.21203/rs.3.rs-2962383/v1","title":"Disrupted morphological brain network organization in subjective cognitive decline and mild cognitive impairment","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grey matter; Cognition; Cognitive impairment; Connectome; Human Connectome Project; Neuroscience; Effects of sleep deprivation on cognitive performance; Cognitive decline; Psychology; Internal medicine; Disease; Medicine; Audiology; Cardiology; White matter; Functional connectivity; Magnetic resonance imaging; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00034586,0.0002507274,0.0001726795,0.001267901,0.0001544934,0.0003250352,0.0001537291,0.0002158208,0.001302773],"category_scores_gemma":[0.001255745,0.0001051893,0.000133625,0.0004060033,0.0003628186,0.0003763346,0.0002879166,0.0001438243,0.00007505858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001545495,"about_ca_system_score_gemma":0.00009865203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001754501,"about_ca_topic_score_gemma":0.003372448,"domain_scores_codex":[0.9999285,0.00001781689,0.000005923161,0.00002086988,0.00001568628,0.00001116458],"domain_scores_gemma":[0.9995901,0.00007306435,0.0002069421,0.00003824079,0.00004040141,0.00005127558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001118121,0.0001245008,0.9000578,0.0002051778,0.0004260178,0.00140414,0.001311073,0.002397045,0.06318202,0.001095609,0.0003335788,0.02834491],"study_design_scores_gemma":[0.000004506214,0.00006941965,0.9968463,0.000005344546,0.00002353875,0.00052001,0.0001794219,0.0008480378,0.0007961515,0.0006116634,0.0000911743,0.000004434627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990349,0.0001418598,0.0004302702,0.00001700578,0.000001703598,0.000004254971,0.00007994755,0.000004128475,0.0002861233],"genre_scores_gemma":[0.9996742,0.00004046396,0.0001597197,0.000003800529,0.000002523307,0.000001939246,0.00006116727,7.365575e-7,0.00005542617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001754501,"threshold_uncertainty_score":0.004358232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1274291727664934,"score_gpt":0.4064096180514763,"score_spread":0.2789804452849829,"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."}}