{"id":"W4200457588","doi":"10.31234/osf.io/7tzqx","title":"The adverse effect of modifiable dementia risk factors on cognition amplify across the adult lifespan","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Baycrest Hospital","funders":"","keywords":"Dementia; Cognition; Depression (economics); Cognitive decline; Medicine; Risk factor; Gerontology; Diabetes mellitus; Association (psychology); Clinical psychology; Psychology; Demography; Psychiatry; Internal medicine; Disease","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":[0.001475875,0.0003318327,0.0004683624,0.001007872,0.0003473758,0.0009680207,0.000326621,0.0004531471,0.003682793],"category_scores_gemma":[0.006125031,0.0001997219,0.0007011092,0.0008502938,0.000366084,0.0006068691,0.0007581074,0.0005867232,0.0004026788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003400333,"about_ca_system_score_gemma":0.0004625251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005454598,"about_ca_topic_score_gemma":0.00759609,"domain_scores_codex":[0.999481,0.0001064441,0.000044111,0.0001328101,0.0001303484,0.0001053399],"domain_scores_gemma":[0.9964992,0.0009812599,0.001388921,0.0004111745,0.000397077,0.0003223196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001709688,0.00004547423,0.9852486,0.0000360095,0.00012522,0.00006804839,0.0001343148,0.00005230998,0.0002556895,0.00005984103,0.0001941851,0.01360921],"study_design_scores_gemma":[0.000002342444,0.00005948966,0.9993621,0.00001076746,0.00002702293,0.00008498914,0.00006058136,0.00003213873,0.00006041526,0.0001091401,0.0001894343,0.000001557043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914079,0.003994326,0.000274687,0.0004622136,0.00003162227,0.00001707456,0.0006172989,0.00002144311,0.003173411],"genre_scores_gemma":[0.9977579,0.0009369602,0.0003009174,0.0000994356,0.00002915616,0.000007911704,0.0003694794,0.000003434301,0.0004949236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005454598,"threshold_uncertainty_score":0.01232016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0174916741733929,"score_gpt":0.3330516422802991,"score_spread":0.3155599681069062,"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."}}