{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002748525,0.0001655978,0.0003358039,0.0001654617,0.00004774289,0.00004317036,0.00007152924,0.00009520418,0.0001522935],"category_scores_gemma":[0.0001123558,0.0001513937,0.0001013658,0.0002082957,0.0000139351,0.0002084085,0.00002940373,0.0002385322,0.0001296726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003460521,"about_ca_system_score_gemma":0.00001793557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002151704,"about_ca_topic_score_gemma":0.00006652137,"domain_scores_codex":[0.9986497,0.00006478346,0.000395654,0.0003508419,0.0002177782,0.0003212524],"domain_scores_gemma":[0.9993702,0.0001988389,0.00007062595,0.000202088,0.00003131545,0.0001269739],"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":[0.0005661445,0.0002109272,0.4223402,0.0003227944,0.0001404591,0.001235369,0.01689703,0.00002813017,0.01889592,0.00000563516,0.0002950406,0.5390624],"study_design_scores_gemma":[0.004856826,0.0004989296,0.9917772,0.0008602659,0.00007910703,0.0000101754,0.0004145529,0.0003460683,0.0004641406,0.00004787144,0.0004333877,0.0002114129],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952508,0.00005608048,0.002042857,0.0002105738,0.0001103634,0.0008442548,0.000006027662,0.00004777499,0.001431252],"genre_scores_gemma":[0.9958189,0.00001553575,0.00180055,0.001155037,0.00006818077,0.00002241734,0.00005201191,0.00003017319,0.00103726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5694371,"threshold_uncertainty_score":0.6173654,"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."}}