{"id":"W2157492932","doi":"10.3810/pgm.2013.11.2708","title":"White Matter Disease Severity of the Brain and Its Association With Geriatric Syndromes","year":2013,"lang":"en","type":"article","venue":"Postgraduate Medicine","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Confounding; Disease; Retrospective cohort study; Leukoaraiosis; White matter; Internal medicine; Pediatrics; Magnetic resonance imaging; Radiology; Dementia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004087162,0.0003567633,0.0002265112,0.001019121,0.0002094862,0.0003396805,0.0002047754,0.0001953589,0.001381582],"category_scores_gemma":[0.00179189,0.000131312,0.0001764683,0.0007406023,0.0002857682,0.0002224183,0.0003331155,0.0003122456,0.0001030947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002470135,"about_ca_system_score_gemma":0.0002969353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006660597,"about_ca_topic_score_gemma":0.01176739,"domain_scores_codex":[0.9997995,0.0000448007,0.00003085212,0.00003550729,0.00005885785,0.00003039124],"domain_scores_gemma":[0.9985623,0.000148548,0.0008880849,0.00003835449,0.0001402063,0.0002224801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004273669,0.000007988358,0.9989733,0.000007044749,0.00003007424,0.00006315688,0.00001633032,0.00003107971,0.0001572784,0.00000580385,0.00002895589,0.0006363536],"study_design_scores_gemma":[8.522897e-7,0.00001932338,0.9997012,0.000002068659,0.000006293996,0.0001738202,0.000015073,0.00004240224,0.00001541023,0.000005475984,0.00001751648,6.576205e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99911,0.0004282233,0.00003957701,0.00003592586,0.000002543067,0.000004565148,0.0001138445,0.000002472422,0.0002628824],"genre_scores_gemma":[0.9996282,0.0001220573,0.00006028801,0.000005804831,0.000008619415,0.000001719807,0.0001259888,5.73312e-7,0.00004686663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006660597,"threshold_uncertainty_score":0.01324368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136685676750172,"score_gpt":0.2657782837456753,"score_spread":0.2544114269781736,"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."}}