{"id":"W4288690422","doi":"10.1161/circheartfailure.121.009018","title":"Trending Cardiac Biomarkers During Pregnancy in Women With Cardiovascular Disease","year":2022,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; Providence Health Care; University of British Columbia; St. Paul's Hospital","funders":"","keywords":"Medicine; Interquartile range; Pregnancy; Natriuretic peptide; Heart failure; Internal medicine; Cardiology; Cardiac function curve; Troponin I; Heart disease; Biomarker; Obstetrics; Myocardial infarction","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"],"consensus_categories":[],"category_scores_codex":[0.0003861655,0.0002469125,0.0006253903,0.0004286475,0.0002841445,0.00003033287,0.0001048282,0.00005950431,0.0003018084],"category_scores_gemma":[0.00006020203,0.0002618461,0.00055241,0.001054728,0.00006048894,0.0001911079,0.0001325973,0.0003531653,0.00001492605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009627933,"about_ca_system_score_gemma":0.0001512318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003452721,"about_ca_topic_score_gemma":0.000002027418,"domain_scores_codex":[0.9970852,0.0002952221,0.000317219,0.0006771261,0.001109747,0.0005155468],"domain_scores_gemma":[0.998391,0.00002812872,0.00005142381,0.001186665,0.00005814085,0.0002846089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001163733,0.0003174765,0.8820844,0.001202761,0.005779392,0.003682245,0.004211364,0.07727569,0.003317937,0.0001072058,0.0004033584,0.02045439],"study_design_scores_gemma":[0.004707325,0.00009928534,0.9389459,0.00124583,0.0006595119,0.0007426686,0.001683977,0.0003879434,0.000151319,0.00004631561,0.0507473,0.0005826542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758651,0.02123801,0.000104434,0.00058874,0.0002590943,0.001287151,0.00002791757,0.000190329,0.0004391824],"genre_scores_gemma":[0.9982157,0.00005785574,0.000427278,0.00003479395,0.0001217513,0.0008644192,0.00006989058,0.00007538818,0.0001329675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07688775,"threshold_uncertainty_score":0.9999834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028546358755792,"score_gpt":0.2277880790994883,"score_spread":0.2175026155119304,"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."}}