{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002973753,0.0001956126,0.0002193059,0.0005136871,0.0001725349,0.0002815231,0.000127037,0.0002637149,0.0007775753],"category_scores_gemma":[0.001594227,0.0001751742,0.0001375085,0.0003289209,0.0002036346,0.0002082648,0.0001932119,0.0002466732,0.0001229975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000149862,"about_ca_system_score_gemma":0.0001188445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009435797,"about_ca_topic_score_gemma":0.0008033591,"domain_scores_codex":[0.9998311,0.00004933574,0.00002072651,0.00004371121,0.00002274712,0.00003237773],"domain_scores_gemma":[0.9993888,0.0002044175,0.000243396,0.00003012557,0.00003276002,0.0001004648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002173823,0.00001770253,0.9977235,0.000006249648,0.0000145724,0.0002440713,0.00005768061,0.00001945508,0.0004823111,0.000007932443,0.00001695233,0.001192095],"study_design_scores_gemma":[0.000004508322,0.000157186,0.9985202,0.000003263662,0.00001570914,0.0009225104,0.0000854865,0.00008704314,0.0001296614,0.000009962348,0.00006279319,0.000001618228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995713,0.0002139301,0.00003128033,0.0000107457,0.000002343294,0.000002166296,0.00003859018,9.547429e-7,0.0001286335],"genre_scores_gemma":[0.9997696,0.00008904939,0.00003279598,0.000008698859,0.000005837164,0.000003229928,0.00004717575,5.201135e-7,0.00004306197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009435797,"threshold_uncertainty_score":0.002601266,"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."}}