{"id":"W2613207841","doi":"10.1016/j.jacc.2017.03.023","title":"Prognostic Implications of Moderate Aortic Stenosis in Patients With Left Ventricular Systolic Dysfunction","year":2017,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":166,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Ejection fraction; Heart failure; Clinical endpoint; Stenosis; Afterload; Blood pressure; Clinical trial","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":[0.0004381533,0.0003923796,0.000492321,0.0009244579,0.0005437912,0.0008917068,0.0003271296,0.0007265315,0.001899576],"category_scores_gemma":[0.003164237,0.0002080417,0.0005037697,0.0006604468,0.0005492982,0.0005903671,0.0006012296,0.001120574,0.0002263146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002441606,"about_ca_system_score_gemma":0.0004215413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001234465,"about_ca_topic_score_gemma":0.003174556,"domain_scores_codex":[0.9997091,0.00007437926,0.00004177255,0.00003961102,0.00005525262,0.0000797378],"domain_scores_gemma":[0.9981411,0.000425159,0.0004831112,0.00007653982,0.0001118144,0.0007622801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004994173,0.00004116905,0.9968659,0.00001175087,0.00004700398,0.0004873452,0.00005067069,0.00005129546,0.0002569922,0.00007011378,0.0001150886,0.001503296],"study_design_scores_gemma":[0.00001499589,0.0001145172,0.9981986,0.000008767111,0.00004830177,0.0008603883,0.0001903912,0.0002386952,0.00005092433,0.0001455738,0.0001209795,0.000007910339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977422,0.0005138657,0.00007374316,0.0002901437,0.00003788927,0.000003726205,0.0001346371,0.00000528307,0.00119844],"genre_scores_gemma":[0.999545,0.0000894122,0.00003486294,0.00003830666,0.00009381763,0.000001674173,0.0001251925,0.000001266891,0.00007036285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001899576,"threshold_uncertainty_score":0.00635469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0090476793955276,"score_gpt":0.2803713548235092,"score_spread":0.2713236754279816,"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."}}