{"id":"W2575376894","doi":"","title":"Predictors of one-year cognitive decline in a marginally housed, multimorbid sample","year":2016,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sample (material); Cognitive decline; Cognition; Gerontology; Medicine; Psychology; Internal medicine; Dementia; Psychiatry; Disease","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":[0.00062598,0.0002577591,0.00036954,0.0008692904,0.000932544,0.0008360298,0.0004895131,0.0005271007,0.001497787],"category_scores_gemma":[0.002666331,0.0001870868,0.0002714733,0.0008835369,0.0003026275,0.0004992214,0.0007858154,0.0009502618,0.0002712448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004735098,"about_ca_system_score_gemma":0.0004364971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03452442,"about_ca_topic_score_gemma":0.04994229,"domain_scores_codex":[0.9997825,0.00003765631,0.00002252171,0.00004147899,0.0000576088,0.00005830939],"domain_scores_gemma":[0.9991184,0.0001077044,0.0003089422,0.00005140264,0.0001579756,0.0002555879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008076595,0.00006223153,0.998082,0.000006559444,0.00001852009,0.00004207027,0.0001872941,0.00001622203,0.00005365446,0.00001208796,0.0001373445,0.001301325],"study_design_scores_gemma":[0.000001672743,0.00005527986,0.9993467,0.00000576348,0.000009268257,0.0000774953,0.0003357547,0.00006267399,0.00001402214,0.00001863026,0.00007062201,0.000002092353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993248,0.0001130359,0.00001627525,0.000043882,0.00000315231,0.000005024054,0.0001896511,0.00000181422,0.0003023988],"genre_scores_gemma":[0.9994955,0.00006504051,0.00003338373,0.00001897028,0.000004503469,0.0000052173,0.0002293001,0.000001186683,0.0001468026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03452442,"threshold_uncertainty_score":0.06864691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01690132991024366,"score_gpt":0.2720744065728285,"score_spread":0.2551730766625848,"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."}}