{"id":"W2799509713","doi":"","title":"Abstract 14289: Human Epididymis Protein 4 (HE4) and Outcome in Low-Flow, Low-Gradient Aortic Stenosis","year":2016,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Internal medicine; Ejection fraction; Cardiology; Stenosis; Clinical endpoint; Natriuretic peptide; Aortic valve stenosis; Biomarker; Heart failure; Cohort; Prospective cohort study; 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":[0.0004249713,0.0002519515,0.0002671398,0.0003145573,0.0002290081,0.0003519105,0.0001743931,0.0003448266,0.002504616],"category_scores_gemma":[0.0008390002,0.0001065383,0.0002034675,0.0002586298,0.0002276431,0.0002349238,0.0002633144,0.0004281215,0.000279674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001190897,"about_ca_system_score_gemma":0.0001503555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004105362,"about_ca_topic_score_gemma":0.0004497363,"domain_scores_codex":[0.9998903,0.00003866562,0.00001114702,0.00001994027,0.00001770299,0.00002203214],"domain_scores_gemma":[0.9994246,0.0001361411,0.0002041744,0.00002700574,0.00003446068,0.0001736377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001488605,0.00007130811,0.9959015,0.00001474466,0.00004921571,0.00006394579,0.00001593424,0.00004587846,0.0007283958,0.00001060721,0.0001119166,0.001497898],"study_design_scores_gemma":[0.00007077715,0.000492807,0.9982085,0.000007980325,0.00005546437,0.0003410304,0.00004221612,0.0003398279,0.0002638953,0.0000378003,0.0001364069,0.000003184797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995239,0.0001636269,0.00004054088,0.00002962885,0.000005552509,0.000002955909,0.0001010131,0.000001458607,0.0001313356],"genre_scores_gemma":[0.9995112,0.00004640434,0.00006170224,0.00002379364,0.0000225425,0.000004620489,0.0001847634,7.536054e-7,0.0001441562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002504616,"threshold_uncertainty_score":0.008378804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02291261550934801,"score_gpt":0.3230986131243584,"score_spread":0.3001859976150104,"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."}}