{"id":"W4293104558","doi":"10.1186/s13741-022-00272-1","title":"Frailty in the over 65’s undergoing elective surgery (FIT-65) – a three-day study examining the prevalence of frailty in patients presenting for elective surgery","year":2022,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University Hospital Southampton NHS Foundation Trust; National Institute for Health and Care Research; University of Pennsylvania","keywords":"Medicine; Elective surgery; Interquartile range; Perioperative; Observational study; Population; Prospective cohort study; Surgery; General surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009915257,0.0002214726,0.0003431802,0.0006543448,0.0007094696,0.0006393873,0.000338168,0.0005794595,0.001025556],"category_scores_gemma":[0.001948432,0.0004004944,0.0004958537,0.0007100733,0.0004638066,0.0006631934,0.001015121,0.0008118706,0.0003406652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000408531,"about_ca_system_score_gemma":0.0005647832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006416704,"about_ca_topic_score_gemma":0.01191938,"domain_scores_codex":[0.9994699,0.0001521887,0.00007238564,0.0000972201,0.00008505645,0.0001231441],"domain_scores_gemma":[0.9985266,0.0001254383,0.0006008284,0.00008524517,0.0001351844,0.0005265808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001852456,0.0001674612,0.9976048,0.00001548419,0.00002397132,0.0001059955,0.0008323916,0.000008555825,0.0002324507,0.000009164707,0.00009645005,0.0007179459],"study_design_scores_gemma":[0.00001266172,0.0006390188,0.9981545,0.00001096892,0.000009494287,0.0001732992,0.0007947601,0.00002666622,0.00001880636,0.000007350931,0.0001481416,0.000004382532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996794,0.00005984725,0.00002284807,0.00002279596,0.000003377214,0.00001829595,0.00009244905,6.532097e-7,0.0001004393],"genre_scores_gemma":[0.9995914,0.00005409325,0.00005333543,0.00005218823,0.000006635888,0.00002506145,0.0001304325,6.90182e-7,0.00008616677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006416704,"threshold_uncertainty_score":0.01275873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09776379809933923,"score_gpt":0.3383217100395186,"score_spread":0.2405579119401794,"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."}}