{"id":"W3113206915","doi":"10.1017/s1041610219002035","title":"Midlife improvements in financial situation and dementia risk: considerations for research, policy, and practice","year":2020,"lang":"en","type":"letter","venue":"International Psychogeriatrics","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Dementia; Content (measure theory); Psychology; Finance; Actuarial science; Business; Computer science; Medicine; Pathology","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":[0.009400215,0.00046518,0.001526632,0.0011319,0.006675394,0.005523062,0.002039038,0.04118504,0.01829934],"category_scores_gemma":[0.05929267,0.0004612716,0.001238509,0.001524949,0.004597478,0.007262572,0.003813791,0.03153954,0.005124184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007069513,"about_ca_system_score_gemma":0.01902553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02534033,"about_ca_topic_score_gemma":0.04049207,"domain_scores_codex":[0.9936039,0.003210826,0.0006375815,0.0004161822,0.001210461,0.0009210955],"domain_scores_gemma":[0.9644269,0.02236514,0.001334489,0.0006496735,0.003658485,0.007565344],"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":[0.00009256975,0.00008716997,0.003043702,0.000129955,0.00001765024,0.001301603,0.000670614,0.00007217326,0.00007926644,0.009826765,0.9517692,0.03290935],"study_design_scores_gemma":[0.000539217,0.0002879297,0.01929093,0.005920562,0.0001077016,0.006300368,0.01089048,0.001268491,0.0003987045,0.1273,0.8274484,0.0002472557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003159449,0.0006029197,0.00001754649,0.9963421,0.001668861,0.000002553665,0.00002915236,0.000004475518,0.00101631],"genre_scores_gemma":[0.01358522,0.002935788,0.0002898345,0.9628686,0.01726241,0.00005743752,0.00007145611,0.00001500604,0.00291416],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04118504,"threshold_uncertainty_score":0.06121737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1148711428176462,"score_gpt":0.4681301615264787,"score_spread":0.3532590187088325,"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."}}