{"id":"W3125827152","doi":"10.1016/j.jcin.2020.12.020","title":"Failing Surgical Aortic Valve?","year":2021,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Aortic valve; Medicine; Cardiology; Internal medicine","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":[0.002043847,0.00100102,0.001567727,0.001231042,0.005861894,0.004266941,0.001412654,0.06768467,0.02362055],"category_scores_gemma":[0.01556242,0.0008329529,0.001800546,0.0008378816,0.002331924,0.002903515,0.0025219,0.03862359,0.01078289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004082222,"about_ca_system_score_gemma":0.005738073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007189209,"about_ca_topic_score_gemma":0.01912287,"domain_scores_codex":[0.9979279,0.0003500212,0.0002701424,0.0002728964,0.0004610649,0.0007179593],"domain_scores_gemma":[0.9954225,0.001587558,0.0003422256,0.0001529554,0.0004419684,0.002052712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006521621,0.00006739352,0.002214729,0.00006762562,0.00002655371,0.01483177,0.0001761935,0.0001139894,0.0002514771,0.005064771,0.9638205,0.0132998],"study_design_scores_gemma":[0.0003234013,0.0002044806,0.006792215,0.001387662,0.0001086691,0.03007435,0.001176738,0.001186322,0.0003041482,0.02826477,0.9300244,0.0001528034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.000881021,0.001783277,0.0001049489,0.9619378,0.02172415,0.00002227138,0.00007474679,0.00002887415,0.01344283],"genre_scores_gemma":[0.007015493,0.00176554,0.0002209682,0.9036695,0.07071418,0.00003633245,0.0000752284,0.00003235869,0.01647047],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06768467,"threshold_uncertainty_score":0.07901859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04041284613797118,"score_gpt":0.3505412205025694,"score_spread":0.3101283743645982,"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."}}