{"id":"W2985443640","doi":"10.1093/geroni/igz038.1465","title":"THE ROLE OF FRAILTY IN DEMENTIA EXPRESSION: EVIDENCE FROM CLINICAL-PATHOLOGIC COHORT STUDIES","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Dementia; Neuropathology; Cohort; Medicine; Pathological; Gerontology; Cohort study; 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":[0.01929723,0.0006612029,0.0007229804,0.002408351,0.0006290564,0.002048074,0.0009519623,0.0007134597,0.002613081],"category_scores_gemma":[0.03746833,0.0003541915,0.001329062,0.002012567,0.001146341,0.0009973618,0.001218082,0.0005980512,0.0002622983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003158462,"about_ca_system_score_gemma":0.0005386937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003941006,"about_ca_topic_score_gemma":0.004479375,"domain_scores_codex":[0.9945546,0.002764008,0.0005821449,0.001036147,0.0008558804,0.0002071261],"domain_scores_gemma":[0.9609433,0.02020557,0.009715522,0.003984156,0.004267776,0.0008836265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004679411,0.00002145266,0.9907218,0.0001933485,0.001882461,0.00006196828,0.000103657,0.00006543069,0.00008335977,0.00009827165,0.0001841726,0.006116131],"study_design_scores_gemma":[0.00002856702,0.0001890728,0.9960455,0.0002718162,0.001186516,0.0003350801,0.0002018401,0.0002463644,0.0001287686,0.0003863684,0.0009665665,0.00001348402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493037,0.04339283,0.001610483,0.0006668353,0.0001527895,0.00004455954,0.001046991,0.00001834747,0.003763426],"genre_scores_gemma":[0.9960276,0.002843954,0.0002907458,0.0001059131,0.00006880304,0.00001290906,0.0004679954,0.00000397347,0.0001781969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01929723,"threshold_uncertainty_score":0.1020547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1047173698393144,"score_gpt":0.4439495224792304,"score_spread":0.339232152639916,"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."}}