{"id":"W3099371497","doi":"10.1161/circinterventions.120.009297","title":"Increasing Wait-Time Mortality for Severe Aortic Stenosis","year":2020,"lang":"en","type":"article","venue":"Circulation Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Population Health Research Institute; University of Toronto; Institute for Work & Health; Sunnybrook Health Science Centre","funders":"National Institute on Aging; CorHealth Ontario; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Stenosis; Cardiology; Internal medicine; Radiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0002780588,0.0001719323,0.0005258601,0.00006731872,0.0001502384,0.00004725474,0.00005674685,0.00007500195,0.0002273991],"category_scores_gemma":[0.0003276379,0.000177189,0.01435674,0.0002338479,0.00003196827,0.0001276528,0.00003810656,0.00007526408,0.0001293576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001256354,"about_ca_system_score_gemma":0.00005437269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005771166,"about_ca_topic_score_gemma":3.094069e-7,"domain_scores_codex":[0.9985179,0.0001193718,0.000390938,0.0004046108,0.0003609137,0.0002063067],"domain_scores_gemma":[0.9988959,0.00004426296,0.00007948418,0.0004539361,0.0002514252,0.000274994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002101779,0.0005595671,0.9170598,0.001738449,0.05572568,0.00002839566,0.0002006644,0.003556521,0.0005390697,0.0002650694,0.0008736032,0.01924295],"study_design_scores_gemma":[0.002536956,0.00009159053,0.9781951,0.0002192737,0.01482498,0.00002231999,0.00006826525,0.002876877,0.00003175155,0.0001055152,0.0008343768,0.0001930236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709801,0.002658164,0.023259,0.0003403987,0.0001473174,0.001409779,0.0002276144,0.0001764317,0.0008011639],"genre_scores_gemma":[0.9980716,0.00002075512,0.0004626824,0.0002011582,0.000260283,0.0001732725,0.0007253729,0.00003950085,0.00004544905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06113522,"threshold_uncertainty_score":0.9955142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06590607809368612,"score_gpt":0.3553361077624838,"score_spread":0.2894300296687976,"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."}}