{"id":"W3173367972","doi":"10.1111/echo.15208","title":"Pregnancy related changes in Doppler gradients and left ventricular mechanics in women with sub‐valvular or valvular aortic stenosis","year":2021,"lang":"en","type":"article","venue":"Echocardiography","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Pregnancy; Medicine; Cardiology; Ejection fraction; Internal medicine; Stenosis; valvular heart disease; Ventricular function; Postpartum period; Obstetrics; Heart failure","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":[0.0006041817,0.0004550833,0.001203691,0.001167642,0.00007150563,0.00005112663,0.0001637225,0.0003104091,0.0000636153],"category_scores_gemma":[0.0001387374,0.000389262,0.00041756,0.003406579,0.00009113125,0.0001656558,0.0001735742,0.0005774896,0.000009097889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002260928,"about_ca_system_score_gemma":0.0001088998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003052472,"about_ca_topic_score_gemma":0.00005961222,"domain_scores_codex":[0.9964583,0.0003258456,0.0005243896,0.001004424,0.0008176378,0.000869382],"domain_scores_gemma":[0.9982305,0.00006113798,0.0001119381,0.001138704,0.0001613192,0.0002963986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007138827,0.0007653926,0.9165659,0.001097561,0.004787553,0.05098946,0.004462169,0.0003235867,0.001249198,0.0001386922,0.0001103101,0.01879629],"study_design_scores_gemma":[0.01972216,0.001549685,0.9392707,0.01306354,0.002024398,0.004767151,0.002330008,0.0003625318,0.01093518,0.002052489,0.002272125,0.001650024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617683,0.03586854,0.0002382122,0.0002037564,0.000265589,0.001234753,0.00001340912,0.0001292139,0.0002782082],"genre_scores_gemma":[0.9841366,0.01442197,0.0008076442,0.0001448437,0.00004470658,0.0002199608,0.00004089062,0.0001075445,0.00007579711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04622231,"threshold_uncertainty_score":0.9998559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008183691750788277,"score_gpt":0.223444039787688,"score_spread":0.2152603480368997,"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."}}