{"id":"W3125485613","doi":"10.1002/alz.12216","title":"MarkVCID cerebral small vessel consortium: II. Neuroimaging protocols","year":2021,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institute on Aging; National Institutes of Health; National Institute of Neurological Disorders and Stroke; National Institute of Mental Health; BrightFocus Foundation","keywords":"Neuroimaging; Medicine; Dementia; Magnetic resonance imaging; Clinical trial; Disease; Cognition; Biomarker; Intensive care medicine; Neuroscience; Physical medicine and rehabilitation; Pathology; Radiology; Psychology; Psychiatry","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":[0.1024658,0.001535779,0.001596798,0.00432156,0.003790035,0.007670225,0.009080372,0.00425474,0.07832385],"category_scores_gemma":[0.1201525,0.002145323,0.001884361,0.004013248,0.002442712,0.004154403,0.008623444,0.004369257,0.04918227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007116781,"about_ca_system_score_gemma":0.03611868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01105061,"about_ca_topic_score_gemma":0.01242415,"domain_scores_codex":[0.9504668,0.02756272,0.007432758,0.004049234,0.008198084,0.00229045],"domain_scores_gemma":[0.907138,0.01752407,0.007281477,0.02393407,0.0367898,0.007332626],"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":[0.00664142,0.0008430032,0.004872647,0.002989132,0.0001985669,0.0004577597,0.001163673,0.001155487,0.001581175,0.02722413,0.8380108,0.1148622],"study_design_scores_gemma":[0.003052756,0.0007714588,0.01476088,0.004048011,0.0001328972,0.0004861388,0.0005097439,0.0007971519,0.002124571,0.01023101,0.96292,0.0001654583],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01550274,0.006838468,0.1078,0.03033365,0.007527381,0.4559209,0.2214107,0.00906183,0.1456043],"genre_scores_gemma":[0.01790378,0.002219543,0.08858529,0.009648562,0.001589877,0.7174907,0.1355564,0.001382275,0.02562361],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1024658,"threshold_uncertainty_score":0.5418977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03219052306991087,"score_gpt":0.2825037065602863,"score_spread":0.2503131834903755,"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."}}