{"id":"W4205719909","doi":"10.1002/alz.053142","title":"White matter hyperintensities and mild behavioural impairment: Findings from the MEMENTO Study","year":2021,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Dementia; Hyperintensity; Cognitive impairment; Psychology; Persistence (discontinuity); White matter; Cognition; Internal medicine; Medicine; Audiology; Disease; Clinical psychology; Psychiatry; Magnetic resonance imaging; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001783503,0.0007614187,0.0005121888,0.001863338,0.0008570799,0.001162259,0.0008520847,0.001021887,0.001785749],"category_scores_gemma":[0.003425771,0.0003037045,0.0007523879,0.001294587,0.0004661284,0.0007250842,0.0008599366,0.0004280852,0.0003106123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006015231,"about_ca_system_score_gemma":0.0003035325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02210512,"about_ca_topic_score_gemma":0.02337659,"domain_scores_codex":[0.9994005,0.0002200138,0.00006140543,0.0001557729,0.00007468207,0.00008763953],"domain_scores_gemma":[0.9985389,0.0002066191,0.0007267884,0.0001250333,0.000128461,0.0002742782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003881258,0.00005580612,0.9969774,0.00002886425,0.0001942884,0.0002775126,0.0004814559,0.00002663657,0.0001662993,0.00003222208,0.0002789279,0.001092359],"study_design_scores_gemma":[0.0000162615,0.00004094199,0.9992328,0.00001254083,0.00005871626,0.0001569908,0.0002149128,0.00003656493,0.00002007384,0.00002074643,0.0001839716,0.000005635543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981668,0.0004708689,0.00002575226,0.00008138629,0.000008307032,0.00001213892,0.0006902855,0.000002278609,0.0005420767],"genre_scores_gemma":[0.998852,0.0001459524,0.00004516968,0.00005603019,0.00002863041,0.00002645124,0.0005857408,0.000002489204,0.0002574966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02210512,"threshold_uncertainty_score":0.04395294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03690819129744871,"score_gpt":0.2979014477091866,"score_spread":0.2609932564117379,"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."}}