{"id":"W4389097078","doi":"10.1111/dom.15385","title":"Insulin, hypoglycaemia and dementia: A causal mediation analysis showcasing challenges and potential opportunities","year":2023,"lang":"en","type":"letter","venue":"Diabetes Obesity and Metabolism","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health; Women's College Hospital; University of Toronto; University of Waterloo","funders":"Alzheimer Society Research Program; Alzheimer's Society","keywords":"Medicine; Dementia; Mediation; Insulin; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.133293,0.003237528,0.004265828,0.003627703,0.001777361,0.004007948,0.005601148,0.003894591,0.0097142],"category_scores_gemma":[0.1537824,0.0012869,0.007265711,0.004335328,0.004357708,0.007877445,0.007496302,0.00966315,0.0006111699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002304965,"about_ca_system_score_gemma":0.00779775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01102376,"about_ca_topic_score_gemma":0.01423588,"domain_scores_codex":[0.9339104,0.05929543,0.001490887,0.002386837,0.002200228,0.0007161999],"domain_scores_gemma":[0.692911,0.2945246,0.002856287,0.006100006,0.002638814,0.0009694123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003698887,0.001263786,0.06881291,0.0262217,0.04164008,0.009366547,0.008688986,0.01142623,0.001562919,0.4165117,0.02437684,0.3864294],"study_design_scores_gemma":[0.001134932,0.00102924,0.01056306,0.006107097,0.01102068,0.001745361,0.002108614,0.04847223,0.0004935851,0.8884665,0.02860782,0.0002508618],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.036204,0.2610035,0.4608399,0.2251682,0.006533129,0.002126034,0.001412409,0.0005272159,0.006185764],"genre_scores_gemma":[0.4672552,0.1140621,0.3577507,0.03450244,0.01806789,0.0048431,0.0008082,0.0003087465,0.002401678],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.133293,"threshold_uncertainty_score":0.704929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03982752714907278,"score_gpt":0.269136602795444,"score_spread":0.2293090756463712,"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."}}