{"id":"W2984531093","doi":"10.1016/j.ccl.2019.09.003","title":"Aortic Stenosis","year":2019,"lang":"en","type":"review","venue":"Cardiology Clinics","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"","keywords":"Medicine; Stenosis; Valve replacement; Aortic valve stenosis; Cardiology; Aortic valve replacement; Internal medicine; Surgery","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":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001885682,0.0004305333,0.004987461,0.0001248541,0.00003465285,0.000008880915,0.000122294,0.0007866262,0.00005615611],"category_scores_gemma":[0.0002227627,0.0003134269,0.01091688,0.0001559244,0.00008718074,0.00001514004,0.000107025,0.0004722262,0.002948875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001494392,"about_ca_system_score_gemma":0.0006207117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001157667,"about_ca_topic_score_gemma":1.075122e-8,"domain_scores_codex":[0.9979637,0.0002145758,0.0007037831,0.0006156027,0.0001487567,0.000353553],"domain_scores_gemma":[0.9978706,0.0004602876,0.000272276,0.001086341,0.00009292805,0.0002175359],"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":[0.00001615368,0.00004645207,0.01884103,0.01003143,0.009938555,0.0001375148,0.000002093899,3.03222e-7,1.853815e-9,0.00002342956,0.002996669,0.9579664],"study_design_scores_gemma":[0.0006118293,0.000208246,0.004244617,0.002956799,0.0516951,0.00007636322,0.000005136953,4.745967e-7,3.070237e-9,0.00001290221,0.939958,0.0002304942],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009581049,0.9901452,0.000005504905,0.000009671536,0.002153856,0.001213776,0.0002446109,0.00006735523,0.006064189],"genre_scores_gemma":[0.00008816904,0.9959126,0.00002542593,0.0002085556,0.000855948,0.0001396774,0.001054765,0.00008909182,0.001625782],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9577359,"threshold_uncertainty_score":0.9999318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1121453411183605,"score_gpt":0.4801536149639082,"score_spread":0.3680082738455477,"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."}}