{"id":"W2977959401","doi":"10.1213/ane.0000000000004475","title":"Prospective Comparison of Preoperative Predictive Performance Between 3 Leading Frailty Instruments","year":2019,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Montfort Hospital; University of Ottawa","funders":"","keywords":"Medicine; Prospective cohort study; Percentile; Area under the curve; Adverse effect; Predictive validity; Cohort; Cohort study; Predictive value of tests; Internal medicine","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":[0.006827534,0.0007683094,0.0005341389,0.001052558,0.000300655,0.0009962522,0.0004741819,0.0005689125,0.001132716],"category_scores_gemma":[0.01784859,0.0003312316,0.0009016392,0.0006411536,0.0003605636,0.0007303485,0.0008711108,0.0007206402,0.0004864721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003387266,"about_ca_system_score_gemma":0.0003495502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001122777,"about_ca_topic_score_gemma":0.001235887,"domain_scores_codex":[0.998292,0.0006330995,0.0001684756,0.0003748934,0.0003378824,0.0001936123],"domain_scores_gemma":[0.9862704,0.006287913,0.003661251,0.0008949276,0.002045318,0.0008403407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008189253,0.00005368992,0.9960849,0.00001028221,0.0001201108,0.00001133996,0.00003604852,0.0001895895,0.00008669713,0.00001600735,0.00007680758,0.002495525],"study_design_scores_gemma":[0.00008172056,0.001661329,0.9936951,0.00002537938,0.0001893851,0.0001254978,0.00009877331,0.003456984,0.0003238204,0.00008700295,0.0002407501,0.00001430418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987366,0.0001891423,0.0004520887,0.00002326096,0.0000117698,0.00002069672,0.0003523796,0.000009721989,0.0002042539],"genre_scores_gemma":[0.9989908,0.00004717314,0.0002886326,0.00001180596,0.000009743458,0.00001788006,0.0005775281,0.000002748263,0.00005372109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006827534,"threshold_uncertainty_score":0.0361079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02511052685270559,"score_gpt":0.298443837996572,"score_spread":0.2733333111438664,"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."}}