{"id":"W4240226456","doi":"10.21203/rs.2.16291/v1","title":"Assessment of Predictive Validity and Feasibility of Edmonton Frailty Scale in Identifying Postoperative Complications among Asian Elderly Patients A Prospective Observational Study","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Scale (ratio); Medicine; Predictive validity; Physical therapy; Gerontology; Internal medicine; Clinical psychology; Geography; Cartography","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":[0.002195418,0.000303132,0.0005373839,0.000918667,0.000495213,0.0006674235,0.0004195551,0.0004947513,0.00134016],"category_scores_gemma":[0.004838305,0.0003031988,0.0009886322,0.00102356,0.0002856611,0.0006869393,0.0005695288,0.0007982175,0.0002241854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003358015,"about_ca_system_score_gemma":0.0006125508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003084526,"about_ca_topic_score_gemma":0.004224058,"domain_scores_codex":[0.9991811,0.0002102756,0.0002011076,0.0001557969,0.0001517396,0.0001000672],"domain_scores_gemma":[0.9974278,0.0005978137,0.001029303,0.0001939076,0.0003891224,0.0003620139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001179893,0.00005891523,0.998853,0.00002072054,0.00004930261,0.00002931308,0.0001008728,0.00001345947,0.00004498675,0.000007621867,0.0000587765,0.0006450047],"study_design_scores_gemma":[0.00002518194,0.0003180479,0.9983675,0.00002802869,0.00008889211,0.000142869,0.0004232295,0.0003293276,0.00005318677,0.00002174117,0.0001933133,0.000008777411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991071,0.0001946364,0.00007614189,0.00004410703,0.000008933156,0.00003005802,0.0002726468,0.000001481387,0.0002650385],"genre_scores_gemma":[0.9991866,0.0001103431,0.0001619072,0.00004601465,0.00001511256,0.00004581214,0.0003573487,0.000001127827,0.00007571984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003084526,"threshold_uncertainty_score":0.01161063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1504411620799415,"score_gpt":0.4057768198998305,"score_spread":0.255335657819889,"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."}}