{"id":"W4385308119","doi":"10.1016/j.echo.2023.06.016","title":"Echocardiographic Versus Invasive Aortic Valve Gradients in Different Clinical Scenarios","year":2023,"lang":"en","type":"article","venue":"Journal of the American Society of Echocardiography","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Boston Scientific Corporation; Medtronic","keywords":"Medicine; Cardiology; Internal medicine; Valve replacement; Stenosis; Aortic valve; Aortic valve stenosis","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":[0.002470921,0.0005810598,0.001042179,0.001295426,0.00036292,0.001631644,0.0004758736,0.001400364,0.002655566],"category_scores_gemma":[0.01417555,0.0002316418,0.0009395612,0.0006292834,0.001122079,0.001728064,0.000918041,0.001339236,0.0004370666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003405066,"about_ca_system_score_gemma":0.0002859985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00021935,"about_ca_topic_score_gemma":0.0004758584,"domain_scores_codex":[0.998341,0.0007054058,0.0002288129,0.0002150983,0.0002226313,0.0002870135],"domain_scores_gemma":[0.9950695,0.003028128,0.0007780648,0.0001435496,0.0002071317,0.0007736748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01597344,0.0006709751,0.9225686,0.0004282462,0.0005419655,0.01155701,0.0004120144,0.002697727,0.001950687,0.00399724,0.001822794,0.03737938],"study_design_scores_gemma":[0.001141277,0.004850176,0.9188012,0.0006961434,0.0006831033,0.04375791,0.003323617,0.01276156,0.001484259,0.009653074,0.002668381,0.0001793358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864363,0.00361764,0.001433864,0.001278282,0.0001737109,0.00005258449,0.0004586212,0.00001558799,0.006533389],"genre_scores_gemma":[0.9980867,0.0006575816,0.0004175677,0.0002189917,0.0002454757,0.00001687998,0.0002726032,0.000006401568,0.00007784382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002655566,"threshold_uncertainty_score":0.01306766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03500165534847825,"score_gpt":0.3668496469553597,"score_spread":0.3318479916068814,"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."}}