{"id":"W2559382808","doi":"10.1161/circulationaha.116.023997","title":"Medical Treatment of Aortic Stenosis","year":2016,"lang":"en","type":"review","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Stenosis; Cardiology; Internal medicine; Aortic valve stenosis; Hemodynamics; Aortic valve; Medical therapy","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":[0.0007168583,0.0005274249,0.001410008,0.002450065,0.0002528739,0.0006511848,0.0005684369,0.0008041234,0.003956552],"category_scores_gemma":[0.001756426,0.0001778709,0.001082293,0.001508415,0.0002713054,0.0005530546,0.0004030275,0.0007553789,0.00060045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004018856,"about_ca_system_score_gemma":0.001029757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001021587,"about_ca_topic_score_gemma":0.002429196,"domain_scores_codex":[0.9995068,0.0001374078,0.0001394918,0.00006400125,0.000125916,0.00002622889],"domain_scores_gemma":[0.9992858,0.0004664056,0.0001306691,0.00001530397,0.00008400676,0.00001786515],"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":[0.0001710778,0.00006939988,0.0003560995,0.1423162,0.0007327332,0.0001989709,0.00007927727,0.0001539893,0.0009536949,0.00109314,0.01399965,0.8398758],"study_design_scores_gemma":[0.0002036778,0.0005157324,0.006822357,0.1446377,0.004415807,0.004549991,0.0002162421,0.0002002176,0.001329417,0.001879218,0.8351824,0.00004719316],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001124976,0.9994079,0.00002300245,0.00007188694,0.00005209711,0.000004462163,0.00001623839,0.000001801655,0.0003101614],"genre_scores_gemma":[0.001440696,0.9980943,0.00009027096,0.000139127,0.00008329405,0.000006837883,0.00002620748,6.292697e-7,0.0001187171],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003956552,"threshold_uncertainty_score":0.01323599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05183810972006243,"score_gpt":0.4119322435887531,"score_spread":0.3600941338686907,"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."}}