{"id":"W7096180150","doi":"","title":"A Meta-Analysis of Association between Cerebral Microbleeds and Cognitive Impairment","year":2016,"lang":"en","type":"article","venue":"","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Cognitive impairment; Montreal Cognitive Assessment; Incidence (geometry); Association (psychology); Cognitive decline; Effects of sleep deprivation on cognitive performance","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":[0.0115159,0.002882831,0.01507942,0.005738653,0.001130142,0.003353755,0.002114742,0.002385589,0.00368504],"category_scores_gemma":[0.02361897,0.001408805,0.04396753,0.006659989,0.0006250357,0.001395501,0.001379519,0.002191485,0.0003006809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001637118,"about_ca_system_score_gemma":0.002314995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006064591,"about_ca_topic_score_gemma":0.01030308,"domain_scores_codex":[0.991695,0.004244398,0.001836736,0.001243896,0.0006333261,0.0003467047],"domain_scores_gemma":[0.9857181,0.01029187,0.001800973,0.0008683882,0.00101556,0.0003050484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003972135,0.00005958052,0.0166494,0.05950791,0.9123949,0.0002159859,0.00006058212,0.0006058735,0.00034685,0.00009350538,0.0005192413,0.005574079],"study_design_scores_gemma":[0.0005643982,0.0002101318,0.007395669,0.00261988,0.9881005,0.0000841416,0.00002215225,0.0002228507,0.00008023001,0.0001376934,0.0005471936,0.00001504699],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03929072,0.9554552,0.001729178,0.0005478228,0.0005989646,0.0003307342,0.001443079,0.00007724947,0.0005270109],"genre_scores_gemma":[0.6563774,0.3320152,0.004966257,0.00147205,0.0007784235,0.001334796,0.002308358,0.00007182323,0.0006757523],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01507942,"threshold_uncertainty_score":0.06090266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05589551580104875,"score_gpt":0.316984474961662,"score_spread":0.2610889591606133,"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."}}