{"id":"W2726092987","doi":"10.1093/geroni/igx004.945","title":"MULTIMORBIDITY PATTERNS PROVIDE ADDED PROGNOSTIC INFORMATION BEYOND FRAILTY STATUS IN OLDER ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Disease; Multimorbidity; Gerontology; Cohort; Cohort study; Clinical phenotype; Demography; Internal medicine; Phenotype","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":[0.001969689,0.0005338005,0.000616197,0.001647466,0.0004178687,0.001019487,0.0004168633,0.0005525137,0.001361362],"category_scores_gemma":[0.008430642,0.0003359562,0.001006129,0.001488069,0.0002258899,0.001144956,0.001192747,0.0008302389,0.0003884675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002332163,"about_ca_system_score_gemma":0.0003163199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006252117,"about_ca_topic_score_gemma":0.0149118,"domain_scores_codex":[0.9991329,0.0002701093,0.0001792636,0.0001469193,0.0001596998,0.0001111203],"domain_scores_gemma":[0.9966764,0.0006431047,0.001466958,0.0005653236,0.0004140022,0.0002342441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005149415,0.00001238616,0.9968427,0.00001128239,0.00008661519,0.00001404222,0.00003045819,0.00005844496,0.00004583881,0.00001553341,0.0001044805,0.002726748],"study_design_scores_gemma":[0.00000396975,0.00004976269,0.9988279,0.00001723401,0.00005517165,0.00008540778,0.00005578496,0.000539852,0.00003552935,0.0001182106,0.0002046719,0.000006511454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940616,0.001117972,0.0007855791,0.0001739913,0.00003221307,0.00002245674,0.002930178,0.00001401369,0.0008620275],"genre_scores_gemma":[0.9974049,0.0002776716,0.0005185721,0.00004348823,0.00004659813,0.00001472404,0.001455457,0.000003741529,0.0002349907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006252117,"threshold_uncertainty_score":0.01243144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02964842541850925,"score_gpt":0.3163243129137467,"score_spread":0.2866758874952375,"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."}}