{"id":"W2733537617","doi":"10.1093/geroni/igx004.218","title":"COMORBIDITY, DISABILITY, AND FRAILTY PROFILES AS DETERZMINANTS OF HOSPITALIZATION AMONG OLDER ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Comorbidity; Confounding; Gerontology; Attrition; Health and Retirement Study; Activities of daily living; Stroke (engine); Population; Disease; Physical therapy; Environmental health; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004412667,0.00008676171,0.0001563428,0.0001011372,0.0001946,0.00003223452,0.0001140815,0.00006995643,0.00004153709],"category_scores_gemma":[0.000374713,0.00008532213,0.00001049607,0.0001848975,0.0002747769,0.0001832886,0.00008846426,0.00009890423,0.000006804918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002354073,"about_ca_system_score_gemma":0.00001300965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002346721,"about_ca_topic_score_gemma":0.000276617,"domain_scores_codex":[0.9990218,0.00004675507,0.0004283862,0.0002183538,0.0001101606,0.000174579],"domain_scores_gemma":[0.9991579,0.00005939784,0.0003401948,0.0002962798,0.0001295668,0.00001663606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001195032,0.0000607299,0.9665713,0.0001196873,0.000006223056,0.000002153874,0.00430174,4.143696e-7,0.00002108032,0.003921265,0.0002088861,0.02477462],"study_design_scores_gemma":[0.0006193701,0.00003226866,0.9965573,0.0002699958,0.000002661174,9.211509e-7,0.0006211072,0.00005567131,0.0003954371,0.001268169,0.00009373717,0.0000833857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938371,0.00004432401,0.0001760316,0.0008700839,0.0004265271,0.0003098598,0.000004235343,0.00002109178,0.004310783],"genre_scores_gemma":[0.9995784,0.00001097378,0.00007245841,0.000120406,0.00006096354,0.00004331715,0.000009667893,0.000009173592,0.0000946064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02998603,"threshold_uncertainty_score":0.3547555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03585969498640242,"score_gpt":0.3799022226103291,"score_spread":0.3440425276239267,"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."}}