{"id":"W4387338168","doi":"10.1016/j.cjca.2023.06.114","title":"A NOVEL SIMPLE DOPPLER-ECHOCARDIOGRAPHIC PARAMETER TO ADJUDICATE STENOSIS SEVERITY IN LOW-GRADIENT AORTIC STENOSIS","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Stenosis; Internal medicine; Doppler echocardiography; Aortic valve stenosis; Aortic valve; Radiology; Diastole; Blood pressure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009943462,0.0007635505,0.00136549,0.001369082,0.0003827081,0.001587474,0.0005135195,0.001147208,0.001310035],"category_scores_gemma":[0.003440534,0.0002460353,0.0005120165,0.0007041959,0.0003554302,0.001014917,0.0005246474,0.0009889925,0.000469262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003233835,"about_ca_system_score_gemma":0.0004849512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009249728,"about_ca_topic_score_gemma":0.002385414,"domain_scores_codex":[0.9992489,0.0001733898,0.0001072615,0.0001825866,0.0002270497,0.00006078741],"domain_scores_gemma":[0.9978604,0.0008432717,0.0003950213,0.00009554057,0.0005229178,0.0002828782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00229669,0.000671496,0.8913606,0.0002672933,0.0003958224,0.0004338244,0.0001279861,0.0006822042,0.01516148,0.0003503895,0.002520158,0.0857322],"study_design_scores_gemma":[0.0004383856,0.003074556,0.9592961,0.0001375615,0.0006104786,0.004375872,0.0003532415,0.02073018,0.005926128,0.001251039,0.003652974,0.000153392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720637,0.004417464,0.0140918,0.0008509537,0.00055929,0.0002436665,0.001273128,0.0002356749,0.006264426],"genre_scores_gemma":[0.985559,0.000606181,0.01143717,0.000343702,0.000408601,0.0001033649,0.0005688904,0.00002066545,0.0009523184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001587474,"threshold_uncertainty_score":0.00525862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0243430828304938,"score_gpt":0.2969693545844124,"score_spread":0.2726262717539186,"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."}}