{"id":"W6939238481","doi":"10.60692/a5xez-aty39","title":"Prevalence and risk factors of MRI-defined brain infarcts among Chinese adults","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dyslipidemia; Logistic regression; Diabetes mellitus; Overweight; Obesity; Magnetic resonance imaging; Risk factor","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002080912,0.0001053199,0.000133235,0.00003842963,0.0002676048,0.00004528121,0.0001277056,0.00003608964,0.0007253698],"category_scores_gemma":[0.00007686268,0.00004126873,0.00005184942,0.0002201765,0.000006852217,0.0003678029,0.00008858636,0.0001039517,0.00005471233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001910636,"about_ca_system_score_gemma":0.000003480079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006376493,"about_ca_topic_score_gemma":0.000004846686,"domain_scores_codex":[0.9991397,0.0001051594,0.00033048,0.0001000902,0.0002033314,0.0001212791],"domain_scores_gemma":[0.9993561,0.0001710318,0.0003064567,0.00005586084,0.00005144399,0.00005910339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005139576,0.000001785923,0.9886839,0.00007440914,0.000010768,3.095317e-7,0.01073819,0.00006025405,0.00001592161,0.00002501243,0.0001672795,0.0001707793],"study_design_scores_gemma":[0.00008350069,0.0001193568,0.991138,0.00005432042,0.00001015746,0.00001702877,0.006618807,0.001316597,0.00004972955,0.000001664698,0.00049036,0.0001004557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936214,0.000007355899,0.00001550215,0.00003311228,0.0001957214,0.0002470473,0.005008798,0.00006038307,0.0008106717],"genre_scores_gemma":[0.9995206,0.000003130505,0.000008469808,0.00002751573,0.00002632828,0.00003088097,0.0002852044,4.847315e-7,0.00009740975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005899168,"threshold_uncertainty_score":0.794229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009808896023497833,"score_gpt":0.1737617059820387,"score_spread":0.1639528099585409,"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."}}