{"id":"W4229445525","doi":"10.21203/rs.3.rs-1614891/v1","title":"Validation of the Self-Reported Domains of the Edmonton Frail Scale in Patients 65 Years of Age and Older","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Receiver operating characteristic; Medicine; Observational study; Specialty; Gerontology; Physical therapy; Internal medicine; Family 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":[0.002965767,0.0002500551,0.0002871085,0.0008392395,0.0002681142,0.0004438643,0.000353673,0.0003130462,0.001261797],"category_scores_gemma":[0.00694348,0.0001145136,0.0004709963,0.0004916535,0.0002683229,0.0003790008,0.0005772504,0.0004165479,0.0002993694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002071336,"about_ca_system_score_gemma":0.0004209103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001936835,"about_ca_topic_score_gemma":0.00299243,"domain_scores_codex":[0.9991959,0.0002666517,0.0001468377,0.00008423159,0.0002279304,0.00007842448],"domain_scores_gemma":[0.9971123,0.0005644084,0.001296037,0.0001753108,0.0005247311,0.0003272711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003887882,0.00003250657,0.9981222,0.000007915831,0.00001836653,0.00001353229,0.00005672978,0.00002876193,0.00007677208,0.000006304987,0.00005678435,0.001541277],"study_design_scores_gemma":[0.000006181139,0.0002333787,0.999208,0.000009554465,0.000009661034,0.00007476658,0.00008968859,0.0001657811,0.00005643651,0.00001400782,0.000130461,0.000002027366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9990243,0.0001032895,0.0001535977,0.00003458199,0.000008332996,0.0000255819,0.0002822962,0.000002667774,0.0003653519],"genre_scores_gemma":[0.9993249,0.00003842107,0.0002189773,0.00002209364,0.000007644348,0.00002611856,0.0002811252,6.602853e-7,0.00008001806],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002965767,"threshold_uncertainty_score":0.01568466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02932337073253585,"score_gpt":0.3477419072348588,"score_spread":0.318418536502323,"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."}}