{"id":"W4323666133","doi":"10.1017/s1092852923000883","title":"Study on risk prediction and intervention coping of mild cognitive impairment in patients with hypertension","year":2023,"lang":"en","type":"article","venue":"CNS Spectrums","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dementia; Cognition; Montreal Cognitive Assessment; Internal medicine; Cognitive decline; Cognitive impairment; Population; Cardiology; Physical therapy; Gerontology; Disease; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003655312,0.0001008887,0.0001884247,0.0003510794,0.00005128061,0.00001010976,0.00002363963,0.00003026208,0.0000369619],"category_scores_gemma":[0.00006647778,0.0000758931,0.00003356452,0.0003778271,0.00006268069,0.00007017251,0.00004575183,0.0001618825,0.00001774243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006186348,"about_ca_system_score_gemma":0.00002014436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007232304,"about_ca_topic_score_gemma":0.00001783142,"domain_scores_codex":[0.9988555,0.0001136152,0.0002074653,0.0002448978,0.0003914542,0.0001871046],"domain_scores_gemma":[0.9996089,0.00006992347,0.00007065772,0.00009479684,0.00009668795,0.00005900404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001758354,0.00230177,0.9923977,0.00004714025,0.00009511128,0.00003118014,0.0003653083,0.000001224544,0.00004881523,0.000005397218,0.00005413172,0.002893897],"study_design_scores_gemma":[0.01300263,0.01510305,0.9672169,0.0006343369,0.0001079635,0.000001863856,0.002693915,0.00008599443,0.001060304,0.00002948936,0.000003154935,0.00006040094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978338,0.00001515688,0.00002267211,0.00006170946,0.00004741641,0.001569567,0.00002229807,0.00003816979,0.0003891638],"genre_scores_gemma":[0.9997073,0.00003744666,0.00000607533,0.00002764892,0.00002032204,0.00005394596,0.00007126045,0.00001261479,0.00006340141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02518078,"threshold_uncertainty_score":0.3094831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02071904072164987,"score_gpt":0.2973428890659021,"score_spread":0.2766238483442522,"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."}}