{"id":"W2981674708","doi":"","title":"The Potential Impact of Alzheimer's Disease Early Treatment on Societal Costs of Care in Czechia: A Simulation Approach.","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohort; Disease; Medicine; Population; Gerontology; Quarter (Canadian coin); Cohort study; Population ageing; Cohort effect; Demography; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002073857,0.0007195268,0.0007582288,0.001735687,0.0008429953,0.001846127,0.001495595,0.001558917,0.003388801],"category_scores_gemma":[0.008139027,0.000603899,0.001884996,0.00147335,0.0007210267,0.0009430071,0.001374617,0.001200912,0.000154034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005762924,"about_ca_system_score_gemma":0.004449564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1534581,"about_ca_topic_score_gemma":0.07875094,"domain_scores_codex":[0.999195,0.0004120958,0.00003719311,0.0000783892,0.00006913891,0.0002082489],"domain_scores_gemma":[0.9960824,0.002679684,0.0004024138,0.0001109528,0.0004452268,0.0002793405],"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":[0.0002182635,0.00007731176,0.009623044,0.00005832226,0.0001152022,0.0001738423,0.00005073494,0.9838116,0.0001412005,0.003589666,0.000497432,0.00164344],"study_design_scores_gemma":[0.0001560042,0.000193444,0.007484243,0.00006395522,0.0001579038,0.0001022936,0.0002693663,0.9878891,0.0001493048,0.002437866,0.00105893,0.00003755827],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959685,0.001268124,0.01871394,0.001580863,0.0001137825,0.0003067631,0.002611386,0.00006490432,0.0156551],"genre_scores_gemma":[0.9949672,0.0002960301,0.002794098,0.00007731788,0.00000866283,0.000138529,0.0004329755,0.00001211795,0.001273057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1534581,"threshold_uncertainty_score":0.3051298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02673585292546492,"score_gpt":0.3267223592601407,"score_spread":0.2999865063346758,"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."}}