{"id":"W2605432179","doi":"10.2196/resprot.6864","title":"Vascular Cognitive Impairment in a Memory Clinic Population: Rationale and Design of the “Utrecht-Amsterdam Clinical Features and Prognosis in Vascular Cognitive Impairment” (TRACE-VCI) Study","year":2017,"lang":"en","type":"editorial","venue":"JMIR Research Protocols","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alzheimer Nederland; Stichting Dioraphte; ZonMw; Vanderbilt University Medical Center","keywords":"Etiology; Cognition; Construct (python library); Medicine; Memory impairment; Population; Cognitive impairment; Clinical psychology; Psychology; Intensive care medicine; Psychiatry; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02116529,0.0007195295,0.001779409,0.001056166,0.0005145539,0.0003820428,0.0006808019,0.001106955,0.0002139526],"category_scores_gemma":[0.007585943,0.0005303402,0.0004391996,0.0007927465,0.001360794,0.0003952808,0.00134492,0.004705972,0.00001918588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003586838,"about_ca_system_score_gemma":0.002477141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003229017,"about_ca_topic_score_gemma":0.0003565605,"domain_scores_codex":[0.9815334,0.008328278,0.001895834,0.00184273,0.005151516,0.001248239],"domain_scores_gemma":[0.9896865,0.006016154,0.0007236301,0.0008833777,0.002230474,0.0004598298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01216594,0.01851149,0.8448411,0.003489909,0.00124721,0.0004759598,0.001679432,6.252881e-7,0.00001643166,0.000001806827,0.1062454,0.01132476],"study_design_scores_gemma":[0.03625209,0.01759951,0.9176235,0.01866717,0.0002212563,0.00001154741,0.002881073,0.00003507257,0.00007100683,0.0001255148,0.006037514,0.0004747023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1150149,0.0003482587,0.00001325403,0.0002965777,0.003136687,0.8806015,0.0002001669,0.00003857864,0.0003501307],"genre_scores_gemma":[0.06114805,0.0002530428,0.00009559408,0.00002731048,0.02269052,0.9137396,0.000224264,0.0001175184,0.001704078],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1002079,"threshold_uncertainty_score":0.9997148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1643618892130089,"score_gpt":0.5319808400896174,"score_spread":0.3676189508766086,"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."}}