{"id":"W3090273606","doi":"10.3389/fmed.2020.00505","title":"Hospital Complications and Frailty in Mexican Older Adults: An Emergency Care Cohort Analysis","year":2020,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Secretaría de Estado de Ciencia, Tecnología e Innovación; Instituto Mexicano del Seguro Social; Secretaría de Educación Superior, Ciencia, Tecnología e Innovación","keywords":"Medicine; Delirium; Emergency department; Confidence interval; Grip strength; Prospective cohort study; Hospital admission; Cohort; Cohort study; Emergency medicine; Physical therapy; Internal medicine; Psychiatry","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":[0.0007263145,0.0003819084,0.0004460129,0.0007093452,0.0006257712,0.0006393465,0.0003857593,0.0004063065,0.001392812],"category_scores_gemma":[0.001454649,0.0004560178,0.000666748,0.0008986502,0.000171382,0.0003892879,0.0005635048,0.0005648206,0.000154133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000334845,"about_ca_system_score_gemma":0.0003603177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01273172,"about_ca_topic_score_gemma":0.01440914,"domain_scores_codex":[0.9997202,0.00006145959,0.00003013989,0.00008324701,0.00004140546,0.00006363946],"domain_scores_gemma":[0.9991328,0.00008208786,0.0004269188,0.0001174223,0.00007991116,0.0001608812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001678872,0.00004304104,0.9990485,0.00000513345,0.00007776397,0.00006847702,0.00005746075,0.0000159834,0.00006589002,0.000006015243,0.00006726395,0.0003765301],"study_design_scores_gemma":[0.00002359592,0.00009730277,0.9992024,0.000006144929,0.00004573922,0.0001469661,0.0001910893,0.000162501,0.00001406893,0.000007030946,0.0001003899,0.00000280226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995633,0.00005798737,0.00003613872,0.00001654867,0.000002266254,0.000007492878,0.000245819,0.000001014726,0.00006943152],"genre_scores_gemma":[0.9992715,0.00007847096,0.00006837912,0.00002079706,0.000007119203,0.0000148548,0.0004435815,0.000001229618,0.00009407153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01273172,"threshold_uncertainty_score":0.02531523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348584584266165,"score_gpt":0.2868772114952627,"score_spread":0.2733913656526011,"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."}}