{"id":"W4312086149","doi":"10.1002/alz.067604","title":"The association of multimorbidity and neuropsychological test scores in Canadian cohorts recruited in 1991 and 2015","year":2022,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Confounding; Cognition; Dementia; Neuropsychology; Medicine; Prospective cohort study; Psychology; Clinical psychology; Demography; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002517798,0.0007560725,0.0007763829,0.002914645,0.003383617,0.001527636,0.002979891,0.0008761754,0.002313063],"category_scores_gemma":[0.007857896,0.0005830862,0.00136814,0.006249181,0.0007861168,0.0006269027,0.001965309,0.0009878211,0.0002172302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02210861,"about_ca_system_score_gemma":0.02704869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9916672,"about_ca_topic_score_gemma":0.9917287,"domain_scores_codex":[0.9973217,0.000168104,0.0002263897,0.0007017244,0.0008266434,0.0007555055],"domain_scores_gemma":[0.9947544,0.0002384033,0.001436602,0.0003635403,0.00238864,0.0008182894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001116494,0.00001071218,0.9960027,0.00004721792,0.0002222642,0.00002724553,0.0002749744,0.00009373378,0.00007292632,0.0001192895,0.001371097,0.001646087],"study_design_scores_gemma":[0.000008127372,0.000008012197,0.9989165,0.00002737506,0.00004957124,0.00002281601,0.0002159765,0.0001842547,0.00003712644,0.00002797078,0.0004906323,0.00001168301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691195,0.001557683,0.0003547742,0.0005063206,0.00004619326,0.00008741755,0.0263537,0.00002701917,0.001947426],"genre_scores_gemma":[0.9907708,0.0004056468,0.0003350804,0.0001220696,0.00001624366,0.00005310987,0.007851155,0.000008540109,0.0004371902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02210861,"threshold_uncertainty_score":0.16041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04106433950903746,"score_gpt":0.3184964922707276,"score_spread":0.2774321527616901,"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."}}