{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003493854,0.00019192,0.001158738,0.0001050659,0.00001709159,0.000003283107,0.00002711985,0.0001941122,0.0004725404],"category_scores_gemma":[0.0000450746,0.0001110046,0.002277739,0.0001023467,0.00002852206,0.00001725754,0.000008149502,0.00002637634,0.0001605078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003241159,"about_ca_system_score_gemma":0.0003560278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001111412,"about_ca_topic_score_gemma":7.846194e-8,"domain_scores_codex":[0.9989036,0.00004472711,0.0003795761,0.00021605,0.0003420732,0.0001139831],"domain_scores_gemma":[0.9992092,0.00007491719,0.0001843586,0.0003138831,0.00005078931,0.0001669037],"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":[0.000005673298,0.0002476325,0.01427992,0.003277838,0.001518357,0.00001199226,0.000006901852,1.829262e-8,8.030921e-8,0.00002874318,0.00001660171,0.9806063],"study_design_scores_gemma":[0.002958987,0.0003113539,0.1510454,0.03811539,0.03096752,0.00004057193,0.000004457832,0.000009927039,9.587071e-7,0.00005332445,0.7761674,0.000324707],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008463449,0.9974426,0.00002111275,0.00001560773,0.0001508099,0.0007176955,0.00006335669,0.00002224715,0.0007202192],"genre_scores_gemma":[0.01442553,0.9847474,0.000005568093,0.000005758516,0.0002067594,0.00009729645,0.0004040865,0.00002884924,0.00007878853],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9802815,"threshold_uncertainty_score":0.5173985,"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."}}