{"id":"W3107623266","doi":"10.1016/j.wneu.2020.11.120","title":"Neurologic Factors in Patients with Vascular Mild Cognitive Impairment Based on fMRI","year":2020,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Functional magnetic resonance imaging; Magnetic resonance imaging; Frontal lobe; Cardiology; Internal medicine; Neuropsychology; Temporal lobe; Parietal lobe; Audiology; Cognition; Radiology; Epilepsy; Cognitive impairment; Psychiatry; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001806117,0.0004652188,0.000325974,0.001073903,0.0005353828,0.0006129334,0.0002283666,0.000424195,0.001302634],"category_scores_gemma":[0.001246116,0.0001130197,0.0002500647,0.0006664456,0.0002725306,0.000436469,0.0002524807,0.0003842317,0.0001424601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003719233,"about_ca_system_score_gemma":0.0004264005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007997915,"about_ca_topic_score_gemma":0.01235615,"domain_scores_codex":[0.9999053,0.00001761441,0.00001378102,0.00002045298,0.00001599505,0.00002677247],"domain_scores_gemma":[0.9997491,0.00006272489,0.00008616673,0.000009692223,0.00003067126,0.00006160108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003470145,0.0001511154,0.9900018,0.00003170107,0.0000983409,0.002650467,0.0002155712,0.000117716,0.0008827407,0.0000889154,0.0002786435,0.005135939],"study_design_scores_gemma":[0.000008300643,0.0001262496,0.9958918,0.00001290223,0.00006631184,0.002845495,0.0003214425,0.0002525932,0.0001153198,0.0001517462,0.0002010983,0.000006614922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974195,0.0003984607,0.00006620999,0.000124893,0.000008940855,0.000009724264,0.0001135622,0.000003154963,0.001855525],"genre_scores_gemma":[0.9994484,0.0001478764,0.00005640719,0.00004004342,0.00001918205,0.00000548068,0.0001010909,6.839957e-7,0.000180859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007997915,"threshold_uncertainty_score":0.01590276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03499393335965859,"score_gpt":0.2241251378160277,"score_spread":0.1891312044563691,"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."}}