{"id":"W4292836783","doi":"10.1002/ana.26487","title":"Venous Collagenosis as Pathogenesis of White Matter Hyperintensity","year":2022,"lang":"en","type":"article","venue":"Annals of Neurology","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Heart and Stroke Foundation; University of Toronto; Ontario Brain Institute; Sunnybrook Health Science Centre","funders":"National Institute on Aging; National Institutes of Health; Center for Integrated Healthcare, U.S. Department of Veterans Affairs; Foundation for the National Institutes of Health","keywords":"Medicine; Hyperintensity; Pathology; White matter; Pathogenesis; Magnetic resonance imaging; Cardiology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001415679,0.000115072,0.0003209594,0.0001293332,0.0002191621,0.000003464554,0.0003514558,0.00004114484,0.001525176],"category_scores_gemma":[0.0001161283,0.0001239136,0.0001324265,0.0003060289,0.0001526731,0.00003838266,0.0005017431,0.0001400654,0.00006564961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003185811,"about_ca_system_score_gemma":0.00003707141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006445129,"about_ca_topic_score_gemma":0.000003141966,"domain_scores_codex":[0.9985719,0.0002515787,0.0002861676,0.0003578139,0.0002549356,0.0002776074],"domain_scores_gemma":[0.9992781,0.0001099861,0.0001596151,0.0003187317,0.00007385224,0.00005976108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007286333,0.0005114423,0.04728754,0.00003448503,0.000009283857,0.0002089572,0.0004703463,0.0004214142,0.9457353,0.000402049,0.003885818,0.0003047301],"study_design_scores_gemma":[0.0004524172,0.006618863,0.4973626,0.000002988544,0.0000301297,0.0009873869,0.00004868643,0.0001867173,0.459896,0.001257781,0.03288643,0.0002700392],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914807,0.00006935437,0.000002389886,0.005331624,0.0002891464,0.0001242172,0.00008494955,0.0000196928,0.002597917],"genre_scores_gemma":[0.9748295,0.00007249392,0.000005649474,0.0247194,0.00002538846,0.00001530502,0.00000149502,0.00001873809,0.0003120492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4858393,"threshold_uncertainty_score":0.9993876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05467525822987166,"score_gpt":0.2871665938107203,"score_spread":0.2324913355808486,"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."}}