{"id":"W7116859698","doi":"10.1002/alz70860_102752","title":"TEIDe Consortium as a model to move towards a personalized medicine approach for the prevention of cognitive impairment and dementia","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health","funders":"","keywords":"Dementia; Leverage (statistics); Personalized medicine; Cognition; Cognitive impairment; Health care; Clinical trial; Cognitive decline","routes":{"ca_aff":true,"ca_fund":false,"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":[0.08067261,0.0009773783,0.001097086,0.001717139,0.002723576,0.0117959,0.00570044,0.007904587,0.02233264],"category_scores_gemma":[0.0512618,0.0005385402,0.002018398,0.001690287,0.003707138,0.009987648,0.0207046,0.009769413,0.01218318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004152016,"about_ca_system_score_gemma":0.06359786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006955455,"about_ca_topic_score_gemma":0.008433931,"domain_scores_codex":[0.9648963,0.02068876,0.001204614,0.002457805,0.006983258,0.003769151],"domain_scores_gemma":[0.911337,0.01054636,0.002818729,0.007292228,0.02321874,0.04478693],"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":[0.001106844,0.002126985,0.006673045,0.0005248186,0.0001983008,0.000620587,0.001650387,0.002305356,0.002237703,0.104821,0.6800438,0.1976912],"study_design_scores_gemma":[0.0006428933,0.0009467455,0.002627179,0.001130777,0.00009055105,0.0003414455,0.001143404,0.003013207,0.001342237,0.04546864,0.9431244,0.0001286894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01709757,0.00851309,0.07329014,0.7515758,0.02356122,0.00311366,0.004286874,0.002878512,0.1156831],"genre_scores_gemma":[0.1482036,0.01548175,0.2609275,0.2818631,0.01440666,0.008748318,0.01791175,0.002889012,0.2495683],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08067261,"threshold_uncertainty_score":0.4266426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04462557165786815,"score_gpt":0.3608641642873315,"score_spread":0.3162385926294634,"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."}}