{"id":"W4406222855","doi":"10.1002/alz.093664","title":"Spatial Characterization of White Matter Hyperintensity Pathophysiology Across Disorders","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute; McGill University","funders":"","keywords":"Hyperintensity; White matter; Pathophysiology; Medicine; Pathology; 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":[0.0009956036,0.0003455833,0.0002972007,0.001887281,0.0002919006,0.000637228,0.0003112559,0.0004968003,0.001063281],"category_scores_gemma":[0.002446348,0.00021629,0.000254067,0.0008022988,0.0004652749,0.000432209,0.0006942237,0.0002310929,0.0002258382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003247679,"about_ca_system_score_gemma":0.000237126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003580547,"about_ca_topic_score_gemma":0.004356198,"domain_scores_codex":[0.9995091,0.0001344466,0.00006296554,0.0001906288,0.00006350763,0.00003943643],"domain_scores_gemma":[0.998876,0.0002668517,0.0004019988,0.0002058061,0.0001956971,0.00005364289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009664946,0.00008381309,0.7937173,0.0002797972,0.000561464,0.0004396818,0.00119916,0.007228004,0.1515589,0.001136077,0.000708158,0.04212113],"study_design_scores_gemma":[0.00001195706,0.00009850529,0.9828011,0.00002315298,0.00006123786,0.0008207808,0.0001925125,0.007000997,0.007529965,0.0009815813,0.0004617103,0.00001656109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911399,0.0004174422,0.007224348,0.00004128235,0.000003528277,0.00002346645,0.0007296948,0.00006080903,0.0003594753],"genre_scores_gemma":[0.9958509,0.00006964017,0.003468276,0.00001181361,0.000003893154,0.00002084906,0.0004565927,0.00001335737,0.000104706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003580547,"threshold_uncertainty_score":0.007119417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306685499287939,"score_gpt":0.263123094003043,"score_spread":0.2500562390101636,"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."}}