{"id":"W4312768005","doi":"10.14283/jarlife.2022.7","title":"MODELLING THE PAN-EUROPEAN ECONOMIC BURDEN OF ALZHEIMER'S DISEASE","year":2022,"lang":"en","type":"article","venue":"Journal of Aging Research and Lifestyle","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"Biogen","keywords":"Cohort; Dementia; Disease; Gerontology; Psychological intervention; Medicine; Cohort study; Cognitive decline; Quality-adjusted life year; Psychology; Cost effectiveness; Psychiatry; Risk analysis (engineering); Internal medicine","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":[0.001769619,0.0009102057,0.0008359613,0.001014674,0.0004158837,0.002431592,0.001309359,0.00276734,0.006931193],"category_scores_gemma":[0.006147344,0.0005744233,0.0015017,0.001836894,0.0006977591,0.001476459,0.0009900503,0.001188314,0.0005201589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003096882,"about_ca_system_score_gemma":0.002259534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04580401,"about_ca_topic_score_gemma":0.02021729,"domain_scores_codex":[0.9991255,0.0005838831,0.00003589487,0.0000935967,0.00005949334,0.00010157],"domain_scores_gemma":[0.9978951,0.001537659,0.0001899563,0.00005558637,0.0001949105,0.000126772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005633339,0.00002451134,0.001758225,0.0000511333,0.00006223246,0.0001124581,0.00003264639,0.9785081,0.00004581615,0.01580837,0.001183394,0.002356844],"study_design_scores_gemma":[0.00008451039,0.00004586406,0.001459491,0.000079906,0.00005648853,0.0001025043,0.000100004,0.9709877,0.000051013,0.02243698,0.004569565,0.00002586589],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6460859,0.008986148,0.2026809,0.01219982,0.0005912321,0.0003594307,0.0140307,0.0003593707,0.1147066],"genre_scores_gemma":[0.9643305,0.002467085,0.01693594,0.0003901175,0.00006652968,0.0003081287,0.002111892,0.00006446157,0.0133253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04580401,"threshold_uncertainty_score":0.09107482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0551426060887912,"score_gpt":0.3534560134245692,"score_spread":0.298313407335778,"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."}}