{"id":"W2923110332","doi":"10.12788/jhm.3174","title":"Prevalence and Postdischarge Outcomes Associated with Frailty in Medical Inpatients: Impact of Different Frailty Definitions","year":2019,"lang":"en","type":"article","venue":"Journal of Hospital Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Innovates; University of Leicester; University of Alberta","keywords":"Medicine; Odds ratio; Hospital medicine; Prospective cohort study; Internal medicine; Cohort study","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004748956,0.0002710085,0.001118044,0.0003546605,0.00002150397,0.000005567299,0.000189233,0.0001706604,0.0009932907],"category_scores_gemma":[0.003678942,0.0001442943,0.0001565098,0.0002888994,0.0003072404,0.0002123852,0.00005980596,0.0007460975,0.000004499212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002130637,"about_ca_system_score_gemma":0.000241784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007500398,"about_ca_topic_score_gemma":0.00003167155,"domain_scores_codex":[0.9969227,0.00008637613,0.001023401,0.0002021171,0.001456632,0.0003087526],"domain_scores_gemma":[0.9975326,0.0005870582,0.0007345086,0.0002577295,0.0004534694,0.0004345992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002908137,0.001151912,0.9953637,0.0001705832,0.000359257,0.0001536058,0.001176066,0.000001632402,0.0002429813,0.0000495576,0.0004281779,0.0006117094],"study_design_scores_gemma":[0.01135205,0.01972553,0.9617243,0.006077465,0.0002110653,0.0001686813,0.0002553126,0.00006089301,0.00006878874,0.0002108192,0.000005621906,0.000139472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924765,0.0006043038,0.00001642936,0.00555618,0.0003531995,0.000455216,0.00003678333,0.00001126181,0.000490108],"genre_scores_gemma":[0.9990067,0.000412392,0.00007446657,0.0002490753,0.00008136468,0.000004136336,0.00001839006,0.00002552394,0.0001279339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0336394,"threshold_uncertainty_score":0.99992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02187580589319712,"score_gpt":0.3053290081878392,"score_spread":0.2834532022946421,"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."}}