{"id":"W25927232","doi":"10.1371/journal.ppat.1004818","title":"Clinical manifestations of small vessel disease","year":2014,"lang":"en","type":"dissertation","venue":"PLoS Pathogens","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research","keywords":"Disease; Medicine; Subclinical infection; Cognitive decline; Diabetes mellitus; Cognition; Depression (economics); Risk factor; Endothelial dysfunction; Internal medicine; Hyperintensity; Cardiology; Dementia; Magnetic resonance imaging; Psychiatry; Radiology; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030261,0.0007667468,0.000797998,0.0007181383,0.0004432894,0.0004566869,0.0003945136,0.0007082178,0.00475408],"category_scores_gemma":[0.001199137,0.0001529314,0.0003003411,0.0006138535,0.0004205151,0.0003643555,0.0004243016,0.0007769864,0.0008630868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002755685,"about_ca_system_score_gemma":0.0003152634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001494715,"about_ca_topic_score_gemma":0.001127924,"domain_scores_codex":[0.9997444,0.00004394729,0.00001835896,0.00005954598,0.00006863458,0.00006515182],"domain_scores_gemma":[0.999485,0.00006491905,0.0001144726,0.00002755599,0.00008761352,0.000220452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00362723,0.0006552768,0.4542978,0.001544806,0.0004090322,0.3045652,0.001004025,0.0006496258,0.1237168,0.002842275,0.01173429,0.09495355],"study_design_scores_gemma":[0.0001462227,0.001750853,0.6048677,0.0004408555,0.0002090419,0.3697659,0.0004026264,0.001128135,0.005771032,0.001115865,0.01433269,0.00006899864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8866848,0.02313599,0.008576348,0.001952676,0.0003162456,0.0005577034,0.002107039,0.000592273,0.07607701],"genre_scores_gemma":[0.9895098,0.004323266,0.0009567339,0.0004290645,0.0001516984,0.00005474147,0.0006747249,0.00002195249,0.003878011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00475408,"threshold_uncertainty_score":0.01590395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03030853839699191,"score_gpt":0.3030958544409513,"score_spread":0.2727873160439593,"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."}}