{"id":"W4303437356","doi":"10.1101/2022.10.05.22280745","title":"Associations between affective/vegetative neuropsychiatric symptoms and brain morphology in aging people with mild cognitive impairment and Alzheimer’s disease","year":2022,"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 de Montréal; Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal","funders":"Parkinson Canada; Université de Montréal","keywords":"Apathy; Depression (economics); Dementia; Anxiety; Psychology; Cognition; Alzheimer's disease; Brain morphometry; Audiology; Clinical psychology; Appetite; Disease; Psychiatry; Internal medicine; 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":[0.0003644863,0.0002306877,0.0002130465,0.0009385156,0.0003887737,0.0005223993,0.000200109,0.0002682554,0.001230006],"category_scores_gemma":[0.001424163,0.0001475264,0.0003358914,0.0005891712,0.0002846818,0.0002650822,0.000361625,0.0002358075,0.0001103266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000227426,"about_ca_system_score_gemma":0.0001539735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007877452,"about_ca_topic_score_gemma":0.0160909,"domain_scores_codex":[0.9998237,0.00003771235,0.000027602,0.00004315083,0.00004344296,0.00002435594],"domain_scores_gemma":[0.9992879,0.00009869922,0.000400926,0.00004693466,0.00007901775,0.00008648774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001454522,0.00002004905,0.99714,0.00001123999,0.0000921473,0.00006318965,0.00007583063,0.00004421014,0.0004596885,0.00001253289,0.00005315589,0.001882499],"study_design_scores_gemma":[0.000001140653,0.00001816044,0.9997861,9.586234e-7,0.00000751688,0.00006965879,0.00003834049,0.00003266408,0.00001463109,0.00001246287,0.00001784647,5.923845e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991398,0.0002243293,0.00005462358,0.00002722534,0.000003550445,0.000005035955,0.0001450521,0.000002865575,0.0003975482],"genre_scores_gemma":[0.9996361,0.0000564271,0.00008114072,0.00001072379,0.000005332008,0.000003295973,0.000120353,5.944443e-7,0.00008602792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007877452,"threshold_uncertainty_score":0.01566315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019828038601446,"score_gpt":0.3223084304723605,"score_spread":0.302110150086346,"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."}}