{"id":"W3019856991","doi":"10.1001/jamaneurol.2020.0814","title":"White Matter Degeneration—A Treatable Target?","year":2020,"lang":"en","type":"article","venue":"JAMA Neurology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Academy of Medical Sciences; Cancer Research UK","keywords":"White paper; Degeneration (medical); White matter; White (mutation); Medicine; Psychology; Political science; Pathology; Magnetic resonance imaging; Radiology; Biology","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":[0.0008190719,0.0004593948,0.0009294669,0.0007044456,0.0007478444,0.003089691,0.0007252466,0.003444331,0.06431437],"category_scores_gemma":[0.003860401,0.0001467122,0.0006941837,0.0004349527,0.0008180388,0.003084891,0.000869126,0.003415654,0.03262858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004056608,"about_ca_system_score_gemma":0.001041593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001190769,"about_ca_topic_score_gemma":0.003744655,"domain_scores_codex":[0.999482,0.0001210536,0.00004588091,0.00006772565,0.0002040106,0.00007938344],"domain_scores_gemma":[0.9981148,0.0005592589,0.0002259988,0.0001172389,0.0003618671,0.0006208594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002300655,0.000119419,0.0004713791,0.0006233014,0.00003209544,0.0005649811,0.00005961174,0.00004539388,0.0008530048,0.005359675,0.7836536,0.2079875],"study_design_scores_gemma":[0.000128036,0.0001744243,0.001175264,0.001707836,0.00008614185,0.002630601,0.0002067462,0.0001112281,0.0009064702,0.01362625,0.9792107,0.00003641587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0048016,0.1996062,0.004511576,0.5725669,0.03987857,0.00008394912,0.001499835,0.001607325,0.1754441],"genre_scores_gemma":[0.06534705,0.2761951,0.008376243,0.2494926,0.07504853,0.0002422634,0.001444432,0.001060879,0.3227929],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06431437,"threshold_uncertainty_score":0.215153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01861689909971896,"score_gpt":0.2727919916465448,"score_spread":0.2541750925468259,"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."}}