{"id":"W4406209817","doi":"10.1002/alz.085913","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":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"White matter; Hyperintensity; 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":[0.000984226,0.000351911,0.000300417,0.001884734,0.0003010618,0.0006795647,0.0003075375,0.0004872922,0.001117406],"category_scores_gemma":[0.002494509,0.0002165087,0.0002657269,0.0008420764,0.0004595372,0.0004320189,0.0006893494,0.0002369981,0.0002360543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003312385,"about_ca_system_score_gemma":0.0002462408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003670557,"about_ca_topic_score_gemma":0.004596287,"domain_scores_codex":[0.9995149,0.0001292055,0.00006305869,0.0001866649,0.00006715495,0.00003900767],"domain_scores_gemma":[0.9988903,0.0002561779,0.0003991009,0.0002033011,0.0001973855,0.00005367692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009684496,0.00008671466,0.8008394,0.0002878489,0.0005861365,0.0004408211,0.00128384,0.007356673,0.1428141,0.00124373,0.0007914982,0.04330079],"study_design_scores_gemma":[0.00001147336,0.00009845562,0.9827065,0.00002438387,0.00006209316,0.0008432567,0.0002084437,0.00709898,0.007370773,0.001066341,0.0004924209,0.00001683031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904744,0.0004287481,0.007750196,0.000043232,0.000003719058,0.00002642757,0.0008135187,0.00006364378,0.0003961149],"genre_scores_gemma":[0.9956474,0.00007334262,0.003632737,0.00001200874,0.00000393333,0.00002213658,0.0004785165,0.00001383912,0.0001162432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003670557,"threshold_uncertainty_score":0.00729835,"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."}}