{"id":"W2278090262","doi":"10.1177/0091217415610306","title":"Montreal cognitive assessment and analysis of related factors for cognitive impairment in patients with chronic cerebral circulation insufficiency","year":2015,"lang":"en","type":"article","venue":"The International Journal of Psychiatry in Medicine","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dalian Medical University","keywords":"Montreal Cognitive Assessment; Leukoaraiosis; Internal medicine; Univariate analysis; Medicine; Logistic regression; Cognition; Multivariate analysis; Effects of sleep deprivation on cognitive performance; Cardiology; Cognitive impairment; Dementia; Psychiatry","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":[0.0009502672,0.0005275926,0.0004635281,0.001493555,0.0005244161,0.0005358191,0.0004154328,0.0004255102,0.001201406],"category_scores_gemma":[0.002744351,0.0001518847,0.0005671675,0.0009538653,0.000251274,0.0003235778,0.0003761351,0.0006994818,0.0001616204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005474258,"about_ca_system_score_gemma":0.0006047973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0137255,"about_ca_topic_score_gemma":0.01495414,"domain_scores_codex":[0.9996253,0.0001049886,0.00004260095,0.00005750407,0.0001055406,0.00006400798],"domain_scores_gemma":[0.9986128,0.0002057542,0.0005749512,0.00004732964,0.0002216,0.0003376105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001486598,0.0000561843,0.9986483,0.000009014512,0.00006176173,0.00005666121,0.0000198738,0.00003407594,0.00003579099,0.000006458191,0.00009040716,0.0008328201],"study_design_scores_gemma":[0.00001274801,0.0001384794,0.9993197,0.000005334374,0.00002698666,0.0001516089,0.00003842965,0.0002136054,0.00001889545,0.00001507254,0.00005597618,0.000003192185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981572,0.0007185562,0.00006525069,0.00006474414,0.00001000887,0.00001959386,0.0002802355,0.000005433993,0.0006790349],"genre_scores_gemma":[0.9994479,0.00009990321,0.00007966863,0.00001710861,0.00001230253,0.00001085549,0.000247491,6.174588e-7,0.00008427936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0137255,"threshold_uncertainty_score":0.02729118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02012751482582475,"score_gpt":0.3192574381563847,"score_spread":0.2991299233305599,"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."}}