{"id":"W586850559","doi":"10.1016/j.cjca.2015.06.007","title":"Impact of Serial B-Type Natriuretic Peptide Changes for Predicting Outcome in Asymptomatic Patients With Aortic Stenosis","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Internal medicine; Asymptomatic; Cardiology; Natriuretic peptide; Ejection fraction; Dyslipidemia; Clinical endpoint; Stenosis; Aortic valve stenosis; Aortic valve replacement; Heart failure; Randomized controlled trial","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001226434,0.0007369832,0.001019066,0.0003875018,0.0005203062,0.001232831,0.0004924667,0.0009689323,0.001032696],"category_scores_gemma":[0.005541379,0.0002477367,0.001060968,0.0003568932,0.0004586698,0.0008743153,0.0005314084,0.001777223,0.0002162352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004164975,"about_ca_system_score_gemma":0.0007810274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003317032,"about_ca_topic_score_gemma":0.007302532,"domain_scores_codex":[0.9994029,0.0001943034,0.00007043159,0.0001025316,0.0001199164,0.0001099573],"domain_scores_gemma":[0.996591,0.001634098,0.0003505354,0.0001296967,0.0002928389,0.001001787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00278832,0.0002793044,0.9880614,0.00002128623,0.0001888758,0.0002824997,0.00005976548,0.0002732548,0.0003041792,0.00003680889,0.0002332154,0.007471071],"study_design_scores_gemma":[0.0001232966,0.001460906,0.9946031,0.0000291671,0.000427121,0.0003885184,0.0002291105,0.002196571,0.0001499132,0.0001439836,0.0002249203,0.00002338004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975877,0.0007878111,0.00008066761,0.0003241079,0.00008501999,0.000006669749,0.00007982526,0.000004549592,0.001043632],"genre_scores_gemma":[0.9991319,0.0002218948,0.00009025628,0.00007338756,0.0001439727,0.00000321459,0.0001692812,0.00000217944,0.000164059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003317032,"threshold_uncertainty_score":0.006595433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02490142000210876,"score_gpt":0.3215719863211406,"score_spread":0.2966705663190319,"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."}}