{"id":"W3142264572","doi":"10.1016/j.nicl.2021.102643","title":"Latent patterns of task-related functional connectivity in relation to regions of hyperactivation in individuals at risk of Alzheimer’s disease","year":2021,"lang":"en","type":"article","venue":"NeuroImage Clinical","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Douglas College; Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Disease; Psychology; Neuroscience; Functional connectivity; Hyperactivation; Task (project management); Cognitive psychology; 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":[0.0002934934,0.0002622964,0.0001809665,0.000652698,0.0002595447,0.0003755469,0.0001929254,0.0003497177,0.0009326618],"category_scores_gemma":[0.001143147,0.0001768463,0.0002229406,0.0004214096,0.0002806021,0.0002126168,0.0003966442,0.0003331406,0.0000785991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00013254,"about_ca_system_score_gemma":0.0001318028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003636793,"about_ca_topic_score_gemma":0.006319503,"domain_scores_codex":[0.999866,0.00003642624,0.00001231832,0.00004385371,0.00001787222,0.00002352425],"domain_scores_gemma":[0.9994476,0.0001359947,0.0002318421,0.00006761993,0.0000388256,0.00007798118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003121088,0.00005325181,0.9937617,0.000005933351,0.00008982828,0.0001032017,0.0002289728,0.0001275466,0.003619583,0.00004805132,0.00002976926,0.00162002],"study_design_scores_gemma":[0.000003433278,0.00003462165,0.9994261,6.862222e-7,0.00001256069,0.00009039295,0.00006420901,0.0002301717,0.00007398655,0.00004774116,0.00001488633,0.000001231266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998351,0.00001869853,0.00005462897,0.000007469456,3.905337e-7,0.000001020384,0.00003075287,9.219936e-7,0.00005106073],"genre_scores_gemma":[0.99978,0.00001236693,0.00007097977,0.000003204006,0.000001568768,0.000001893892,0.0000829007,8.717764e-7,0.000046282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003636793,"threshold_uncertainty_score":0.007231295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.133647291357339,"score_gpt":0.3499417887834421,"score_spread":0.216294497426103,"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."}}