{"id":"W2981625823","doi":"10.1093/eurheartj/ehz745.0907","title":"P4514Agreement and prognostic significance of 6 frailty tools in patients with chronic heart failure","year":2019,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Frailty Index; Heart failure; Ambulatory; Internal medicine; Gold standard (test)","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":[0.0025642,0.0005841138,0.0008359123,0.002208353,0.0005494744,0.001116918,0.0003841443,0.0006231857,0.001586],"category_scores_gemma":[0.008230219,0.0002095218,0.000787556,0.001378017,0.0004164276,0.0007615247,0.001245112,0.0005748305,0.0002558008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002717983,"about_ca_system_score_gemma":0.0002500763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001444601,"about_ca_topic_score_gemma":0.001557983,"domain_scores_codex":[0.998521,0.000500382,0.0002126972,0.0002250691,0.0003533289,0.0001875713],"domain_scores_gemma":[0.9942246,0.00197625,0.001988101,0.0002242216,0.0008989885,0.0006878377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001516295,0.00001474781,0.998015,0.000007605668,0.00004685933,0.00002458005,0.00003539115,0.00003090273,0.00006813624,0.000005237963,0.00003864673,0.001561195],"study_design_scores_gemma":[0.00001113435,0.0001775724,0.9988418,0.000009640341,0.00004227196,0.0001663619,0.00009160127,0.0004670435,0.00006769389,0.00003625515,0.00008298729,0.000005723158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989466,0.0003622535,0.0001278709,0.00003792633,0.00000966574,0.000008432739,0.0001754206,0.000004079868,0.0003277519],"genre_scores_gemma":[0.9995579,0.00004881672,0.0001192489,0.00001031547,0.00001525584,0.000006812268,0.000193925,0.000001188691,0.00004656437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0025642,"threshold_uncertainty_score":0.01356101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02546800506053238,"score_gpt":0.2637984912730573,"score_spread":0.238330486212525,"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."}}