{"id":"W2899800981","doi":"10.1093/geroni/igy023.3183","title":"UTILITY OF A GENERAL PROGNOSTIC SCORE IN IDENTIFYING PATIENTS WITH POOR OUTCOMES AFTER AORTIC VALVE REPLACEMENT","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Quartile; Life expectancy; Aortic valve replacement; Cohort; Internal medicine; Valve replacement; Population; Cohort study; Cardiology; Surgery; Confidence interval; Stenosis","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":[0.002535207,0.0005664393,0.0005074319,0.00131968,0.0002262486,0.0007072354,0.000350125,0.0005582657,0.0008180022],"category_scores_gemma":[0.007711061,0.0001431224,0.0004807145,0.0009350067,0.0003985019,0.0008203943,0.0007144432,0.0006844156,0.0002418142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002966634,"about_ca_system_score_gemma":0.0002947235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001553363,"about_ca_topic_score_gemma":0.002827521,"domain_scores_codex":[0.9992393,0.000336861,0.00009252527,0.0001006513,0.0001240043,0.000106623],"domain_scores_gemma":[0.9965401,0.001077781,0.001150318,0.0002203832,0.0004345859,0.0005769384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004433782,0.00003316507,0.9948436,0.00001002389,0.00005464987,0.00002622237,0.00001761404,0.0002342887,0.00006650828,0.00001714143,0.0001244906,0.004128873],"study_design_scores_gemma":[0.00003879041,0.0005193812,0.9955397,0.00001734905,0.00007535597,0.000174862,0.00007739691,0.003151975,0.00007763998,0.0001614983,0.0001530878,0.00001291901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998171,0.0004419521,0.0002713765,0.0001091323,0.00001807544,0.0000140753,0.0002420602,0.00001035017,0.0007219002],"genre_scores_gemma":[0.9990964,0.0001101893,0.000285585,0.00003114025,0.00003091571,0.000007371143,0.0003539709,0.000001576702,0.00008273135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002535207,"threshold_uncertainty_score":0.01340765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02441115117538307,"score_gpt":0.3442548643447035,"score_spread":0.3198437131693204,"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."}}