{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004673057,0.0001907841,0.0002555693,0.0007456884,0.0001232205,0.0001445386,0.0001772252,0.000129358,0.00009827138],"category_scores_gemma":[0.002920859,0.0001953347,0.00002585855,0.0005309648,0.00006019158,0.001613017,0.0001021269,0.0004716376,0.00005181363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002735993,"about_ca_system_score_gemma":0.0001633063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001917357,"about_ca_topic_score_gemma":0.0007476246,"domain_scores_codex":[0.9979912,0.00003391346,0.000897711,0.0002622418,0.0003902677,0.0004246808],"domain_scores_gemma":[0.9983847,0.00008314848,0.0004985824,0.0005723714,0.0004027016,0.00005856079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006963386,0.0001216074,0.8982652,0.0003429589,0.000007958065,0.00002654783,0.00442546,0.00002152239,0.000210886,0.0001558111,0.0002940945,0.09605826],"study_design_scores_gemma":[0.005719451,0.00004712321,0.9849825,0.001627247,0.00000734434,0.000009559605,0.0005925369,0.004596926,0.001120768,0.0001274968,0.0009732557,0.000195792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928204,0.00001168003,0.001265261,0.002295559,0.0004137619,0.001382253,0.000032429,0.00008872689,0.001689921],"genre_scores_gemma":[0.9967009,0.000008420665,0.001590327,0.0008267459,0.0001080681,0.0001674675,0.0004596289,0.00001951391,0.0001189194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09586246,"threshold_uncertainty_score":0.7965516,"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."}}