{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04626834,0.001915043,0.002291251,0.002854253,0.002819874,0.002119697,0.003284083,0.002571889,0.002993123],"category_scores_gemma":[0.03886573,0.001682986,0.001883473,0.002984633,0.002768755,0.001660902,0.004125671,0.001268811,0.0009893276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001526474,"about_ca_system_score_gemma":0.003478123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003870078,"about_ca_topic_score_gemma":0.005354972,"domain_scores_codex":[0.9596965,0.02920186,0.003455103,0.003759781,0.002709858,0.001176858],"domain_scores_gemma":[0.9895593,0.003277654,0.00226701,0.001739192,0.001771777,0.001384998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02896183,0.006945964,0.9201987,0.001768195,0.00134347,0.002587824,0.005122856,0.001279773,0.001972822,0.005938745,0.004952726,0.01892721],"study_design_scores_gemma":[0.02723041,0.0520623,0.8598725,0.001538478,0.002113449,0.003618857,0.006228595,0.006739079,0.001873492,0.006778772,0.031594,0.0003500724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.7210611,0.003318546,0.01387602,0.001536238,0.0005310347,0.2469244,0.007540219,0.00009201381,0.005120422],"genre_scores_gemma":[0.6523408,0.000683492,0.02179841,0.001922158,0.0005383302,0.3178539,0.004107263,0.00003087896,0.0007248762],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.04626834,"threshold_uncertainty_score":0.2446932,"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."}}