{"id":"W4296614204","doi":"10.1002/alz.12770","title":"We are preventing some dementias now—But how? The Potamkin lecture","year":2022,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"American Brain Foundation","keywords":"Dementia; Government (linguistics); Socioeconomic status; Business; Productivity; Disease; Population; Medicine; Scale (ratio); Work (physics); Environmental health; Public economics; Economic growth; Geography; Economics; Engineering","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":[0.004945005,0.001104413,0.0009252196,0.001109271,0.002623747,0.004395831,0.0009016151,0.004454518,0.01702131],"category_scores_gemma":[0.01184051,0.0004395248,0.0009195725,0.0003888295,0.002973472,0.01019321,0.002729539,0.0218036,0.006838575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002829228,"about_ca_system_score_gemma":0.004594882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0039589,"about_ca_topic_score_gemma":0.007337695,"domain_scores_codex":[0.9979753,0.0007550114,0.0001006729,0.0002601802,0.0005717795,0.000337141],"domain_scores_gemma":[0.9942949,0.001582681,0.0002384504,0.0001745423,0.001166591,0.002542756],"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":[0.00007670372,0.00009210469,0.0002905283,0.0002298639,0.00002479388,0.0001267631,0.0003884296,0.00003056582,0.0001917409,0.007002721,0.928472,0.06307381],"study_design_scores_gemma":[0.00003983018,0.00009170902,0.0008727105,0.0009071889,0.00003693039,0.0005239023,0.0009047533,0.00004125918,0.0001799865,0.00993898,0.9864368,0.00002603594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005004887,0.06293604,0.0003977835,0.8719358,0.05021891,0.00001336591,0.00003841542,0.00005364764,0.01390541],"genre_scores_gemma":[0.01975926,0.179196,0.002336608,0.6023774,0.0922052,0.0001065151,0.0001049602,0.0001693832,0.1037447],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01702131,"threshold_uncertainty_score":0.05694193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03206140398074225,"score_gpt":0.2931291797501435,"score_spread":0.2610677757694012,"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."}}