{"id":"W4319459897","doi":"10.1016/j.jcmg.2022.12.013","title":"Managing Patients With Moderate Aortic Stenosis","year":2023,"lang":"en","type":"review","venue":"JACC. Cardiovascular imaging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Stenosis; Risk stratification; Observational study; Aortic valve replacement; Grading (engineering); Aortic valve stenosis; Adverse effect; Intensive care 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":[0.000390052,0.0009506575,0.001533529,0.002047363,0.0002484811,0.0009132361,0.0005440873,0.00106081,0.00420533],"category_scores_gemma":[0.001498594,0.0002055998,0.0006685647,0.001147033,0.0002789353,0.0007753695,0.0006824736,0.001554326,0.00132897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003536462,"about_ca_system_score_gemma":0.0009127745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001123192,"about_ca_topic_score_gemma":0.003638477,"domain_scores_codex":[0.9997942,0.0000449722,0.00004293238,0.00003122641,0.00006064005,0.00002602225],"domain_scores_gemma":[0.9996129,0.0001841317,0.0001039562,0.000005720916,0.00004968596,0.00004366081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008954386,0.00005009561,0.0002692046,0.01807815,0.0001853933,0.0002005723,0.00003409106,0.0000956132,0.0004085315,0.0005005614,0.0382469,0.9418412],"study_design_scores_gemma":[0.000379588,0.0003878618,0.007316258,0.06380593,0.002320768,0.005433781,0.0001905782,0.0002795655,0.0004381399,0.002555088,0.9168213,0.00007115155],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001041011,0.9985475,0.00005888407,0.0002587709,0.0002677988,0.000003886564,0.00001125838,0.000006215937,0.000741484],"genre_scores_gemma":[0.0013932,0.9964514,0.0001820124,0.000840651,0.0006970123,0.000008930473,0.00004038278,0.000001814021,0.0003846679],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00420533,"threshold_uncertainty_score":0.01406819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02580385013307031,"score_gpt":0.3236457743255967,"score_spread":0.2978419241925264,"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."}}