{"id":"W4404970538","doi":"10.1111/echo.70047","title":"Core Laboratory Versus Center‐Reported Echocardiographic Assessment of the Native and Bioprosthetic Aortic Valve","year":2024,"lang":"en","type":"article","venue":"Echocardiography","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"Medtronic","keywords":"Medicine; Cardiology; Aortic valve; Internal medicine; Aortic valve replacement; Intraclass correlation; Ventricular outflow tract; Regurgitation (circulation); Stenosis; Aortic valve stenosis; Confidence interval; Prosthesis; Stroke volume; Surgery; Heart rate; Blood pressure","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":[0.01194375,0.0003791302,0.0009059168,0.001053489,0.00013569,0.0008933158,0.0005097965,0.000376326,0.0008716775],"category_scores_gemma":[0.01448301,0.0001415054,0.0004024896,0.0007018677,0.0003927433,0.0005033759,0.0007388727,0.0003063865,0.0001800134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001728713,"about_ca_system_score_gemma":0.0001995856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001384173,"about_ca_topic_score_gemma":0.0003210785,"domain_scores_codex":[0.9913682,0.00515246,0.0008751296,0.001101108,0.001260511,0.0002425462],"domain_scores_gemma":[0.9735709,0.01144748,0.008957217,0.002351502,0.002522734,0.001150211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0126451,0.0003129977,0.9531139,0.0002857107,0.001268621,0.00003945838,0.0002948167,0.0003900152,0.004001098,0.00009617092,0.0002493632,0.02730275],"study_design_scores_gemma":[0.0003371302,0.003924266,0.9901305,0.00004382787,0.0005431233,0.0003060486,0.0001428255,0.00177022,0.002254423,0.0001208657,0.0003970812,0.00002961309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959831,0.001003992,0.001733378,0.00001880813,0.00001783238,0.00005531751,0.0003332546,0.00001949767,0.0008347502],"genre_scores_gemma":[0.9985356,0.00007124318,0.0009653774,0.00002364367,0.00002177007,0.00005716727,0.0002664519,0.000005200764,0.00005362189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01194375,"threshold_uncertainty_score":0.06316531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02366765115695262,"score_gpt":0.3545847072892385,"score_spread":0.3309170561322858,"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."}}