{"id":"W2960743077","doi":"10.1093/ageing/afz056.02","title":"52DESIGNING A FRAILTY SCREENING TOOLKIT TO TRIAGE PATIENTS SEEN IN TRANSCATHERTER AORTIC VALVE IMPLANTATION (TAVI) CLINIC","year":2019,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Triage; Cardiology; Aortic valve; Internal medicine; Aortic valve stenosis; Emergency medicine; Medical emergency","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":[0.01432054,0.0006065588,0.0007126521,0.002078691,0.002164084,0.003181986,0.001699864,0.001025604,0.02145045],"category_scores_gemma":[0.04948023,0.0007397034,0.001680743,0.001041551,0.0009479856,0.002743251,0.00694496,0.00248289,0.008685932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002884674,"about_ca_system_score_gemma":0.01689817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006799689,"about_ca_topic_score_gemma":0.01570423,"domain_scores_codex":[0.9901518,0.005200088,0.001594713,0.0007472727,0.001321702,0.0009843768],"domain_scores_gemma":[0.9640725,0.01066581,0.003234441,0.002249196,0.009497787,0.01028021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007551102,0.002623386,0.1444277,0.004004836,0.0001410052,0.002361163,0.01972509,0.001421912,0.002123063,0.002500649,0.2507388,0.5691773],"study_design_scores_gemma":[0.001956786,0.004742495,0.29996,0.01677122,0.0005100121,0.004056927,0.03400176,0.01463364,0.004313065,0.0131141,0.6050601,0.0008798506],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4976304,0.005530159,0.1299472,0.1303395,0.005163182,0.0691091,0.01942181,0.01487188,0.1279869],"genre_scores_gemma":[0.3864754,0.004365613,0.514064,0.02191718,0.001068978,0.03948203,0.00950046,0.001213282,0.02191298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02145045,"threshold_uncertainty_score":0.07573515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03161006436720508,"score_gpt":0.3008064987126325,"score_spread":0.2691964343454274,"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."}}