{"id":"W3216908836","doi":"10.1101/2021.12.01.21267124","title":"Neuropsychiatric, cognitive and brain morphology characteristics of conversion from Mild Cognitive Impairment to Alzheimer’s Disease","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec; Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"Parkinson Canada; Université de Montréal","keywords":"Dementia; Cognition; Effects of sleep deprivation on cognitive performance; Psychology; Neuropsychology; Logistic regression; Neuroimaging; Brain morphometry; Alzheimer's disease; Amygdala; Population; Audiology; Clinical psychology; Disease; Neuroscience; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004484688,0.0002788847,0.0002519481,0.001063648,0.0003638834,0.0005434495,0.0002335506,0.0003236074,0.001675477],"category_scores_gemma":[0.002079568,0.0001944214,0.0003844086,0.0004545466,0.0003043288,0.0002860531,0.0004061091,0.0003858918,0.0002269711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000212734,"about_ca_system_score_gemma":0.0001633762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003780232,"about_ca_topic_score_gemma":0.003386874,"domain_scores_codex":[0.9997994,0.00004752646,0.00003310536,0.00004534383,0.00004401897,0.00003063927],"domain_scores_gemma":[0.999166,0.0001493437,0.0003484589,0.00008578851,0.00008849265,0.0001618321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000380764,0.00005665811,0.9981244,0.000003882265,0.00003448323,0.0001626655,0.00007075243,0.0000276153,0.000362817,0.000008902049,0.00002316784,0.0007437852],"study_design_scores_gemma":[0.000003499484,0.00007406137,0.9994888,0.000001107823,0.000006465353,0.0002283943,0.00005965937,0.00005843236,0.00004903932,0.00001028583,0.00001905757,0.000001094334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996592,0.00004627535,0.00002643896,0.000004356802,0.000001712714,0.000005022726,0.00007592996,0.000001203069,0.0001798976],"genre_scores_gemma":[0.9997342,0.00001254612,0.00003145317,0.000003133734,0.000002506392,0.000003804424,0.0001224798,4.557832e-7,0.00008943858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003780232,"threshold_uncertainty_score":0.007516503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0277130656667093,"score_gpt":0.318577770457725,"score_spread":0.2908647047910157,"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."}}