{"id":"W4214852879","doi":"10.7717/peerj.13069","title":"Lacunes and type 2 diabetes mellitus have a joint effect on cognitive impairment: a retrospective study","year":2022,"lang":"en","type":"article","venue":"PeerJ","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Hainan Province; National Natural Science Foundation of China","keywords":"Medicine; Hyperintensity; Internal medicine; Montreal Cognitive Assessment; Retrospective cohort study; Cognition; Diabetes mellitus; Odds ratio; Type 2 Diabetes Mellitus; Magnetic resonance imaging; Cohort; Cognitive test; Cognitive impairment; Disease; Physical therapy; Psychiatry; Radiology; Endocrinology","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":[0.0007307604,0.0001650621,0.0003936274,0.0001519582,0.0003054421,0.00002788323,0.00005280825,0.00003331089,0.0007411652],"category_scores_gemma":[0.0003351814,0.0001256226,0.00007104755,0.0002260249,0.00006842154,0.00003449552,0.0001684031,0.0005657123,0.00006452283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001782932,"about_ca_system_score_gemma":0.00004875808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006795849,"about_ca_topic_score_gemma":0.00000857866,"domain_scores_codex":[0.9982833,0.000231106,0.0001487729,0.0003709604,0.0006153276,0.0003505495],"domain_scores_gemma":[0.9993789,0.0001420957,0.00003861609,0.000168788,0.0001394781,0.0001321339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002793121,0.002172305,0.9500505,0.0002812858,0.00037846,0.000828598,0.006046019,0.000002081444,0.002565832,0.0001138162,0.001061159,0.03370684],"study_design_scores_gemma":[0.007642607,0.05736435,0.9101515,0.0000988971,0.0003381849,0.00008607151,0.007984543,0.004842703,0.01065651,0.0003276974,0.0001507119,0.0003561664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944374,0.0008522991,9.959973e-7,0.000733224,0.0001010247,0.001507862,0.00003190584,0.0000606271,0.002274666],"genre_scores_gemma":[0.9967799,0.00001617883,0.00002134276,0.0002184881,0.0001143953,0.0002458865,0.00002582853,0.0000240586,0.002553906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05519204,"threshold_uncertainty_score":0.811524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01752679621669272,"score_gpt":0.2951851177035223,"score_spread":0.2776583214868296,"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."}}