{"id":"W2766867687","doi":"10.1530/erp-17-0050","title":"Transthoracic echocardiography is adequate for intraprocedural guidance of transcatheter aortic valve implantation","year":2017,"lang":"en","type":"article","venue":"Echo Research and Practice","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Aurora Research Institute","keywords":"Medicine; Pericardial effusion; Sonographer; Regurgitation (circulation); Cardiology; Fluoroscopy; Radiology; Supine position; Cardiac catheterization; Internal medicine; Hemodynamics; Stenosis; Doppler echocardiography; Ultrasound; Diastole; Blood pressure","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009605935,0.0001113114,0.000244415,0.0001434931,0.0004046334,0.00009729314,0.00009704943,0.00006655318,0.00002558451],"category_scores_gemma":[0.0006654498,0.00009306234,0.000804417,0.0001221709,0.0001864522,0.0004478666,0.00001515596,0.0001741562,0.000008624579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001864201,"about_ca_system_score_gemma":0.00008913011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001519623,"about_ca_topic_score_gemma":0.000001457524,"domain_scores_codex":[0.9986919,0.0001075948,0.0001938709,0.0002831344,0.000401417,0.000322066],"domain_scores_gemma":[0.9981666,0.0006123995,0.0001115242,0.0004204391,0.0004831442,0.0002059446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04291496,0.002617543,0.3993308,0.003362992,0.01602781,0.00006559099,0.00923165,0.000001794262,0.009861468,0.001617269,0.003775435,0.5111927],"study_design_scores_gemma":[0.005098464,0.002617502,0.975543,0.0002776363,0.002377796,0.00009864398,0.001473511,0.00006942765,0.007202761,0.002524314,0.002495488,0.0002214872],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794214,0.005203655,0.001400943,0.003599681,0.0001294274,0.001695059,0.0003138161,0.00002351755,0.008212524],"genre_scores_gemma":[0.9966384,0.001794974,0.0009972304,0.0001251702,0.00009471405,0.0001589111,0.00002963834,0.00001832752,0.0001426621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5762122,"threshold_uncertainty_score":0.3794972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09835272236186028,"score_gpt":0.5025380625618772,"score_spread":0.4041853402000169,"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."}}