{"id":"W4399722924","doi":"10.1016/s2213-8587(24)00158-x","title":"Call for effective therapies for preventing dementia in people with type 2 diabetes","year":2024,"lang":"en","type":"article","venue":"The Lancet Diabetes & Endocrinology","topic":"Diet and metabolism studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Dementia; Type 2 diabetes; Diabetes mellitus; MEDLINE; Gerontology; Intensive care medicine; Internal medicine; Disease; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01856063,0.001137236,0.003975677,0.00202507,0.001874335,0.007112294,0.001888525,0.01122141,0.03854383],"category_scores_gemma":[0.04222517,0.0008672982,0.004919503,0.001505086,0.002655431,0.00789962,0.003242286,0.01185874,0.004564343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003367193,"about_ca_system_score_gemma":0.008251478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009562502,"about_ca_topic_score_gemma":0.0159155,"domain_scores_codex":[0.9913932,0.004381302,0.001129959,0.0004897481,0.001876656,0.0007291425],"domain_scores_gemma":[0.9499653,0.03327355,0.003559731,0.001922034,0.006512821,0.004766595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0033004,0.001452651,0.00394769,0.01446963,0.003652291,0.000323876,0.0004696439,0.0003393012,0.0006220371,0.02272326,0.5311119,0.4175872],"study_design_scores_gemma":[0.01058584,0.002374669,0.03334975,0.04141677,0.008590737,0.0004673521,0.003580058,0.0002505451,0.0005415336,0.03694693,0.8616367,0.0002591865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.003375527,0.3272445,0.0002897388,0.6229758,0.02861337,0.000117278,0.0009629923,0.00008046918,0.01634023],"genre_scores_gemma":[0.0467146,0.233075,0.003020384,0.6817809,0.02746245,0.0007062908,0.0008723345,0.00006510315,0.006302857],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03854383,"threshold_uncertainty_score":0.128942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01764683761178569,"score_gpt":0.2920607402007074,"score_spread":0.2744139025889217,"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."}}