{"id":"W2137128849","doi":"10.1016/j.echo.2004.05.005","title":"Comparison of real-time 3-dimensional echocardiography with conventional 2-dimensional echocardiography in the assessment of structural heart disease","year":2004,"lang":"en","type":"article","venue":"Journal of the American Society of Echocardiography","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Heart disease; Cardiology; Mitral valve; Medical diagnosis; Radiology; Internal medicine; Mitral valve prolapse; Cardiac imaging; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009302877,0.0003917867,0.001792512,0.0005468866,0.0001376239,0.00001504349,0.0004538529,0.00007541263,0.00001221508],"category_scores_gemma":[0.00001959885,0.0002202489,0.005596223,0.002914006,0.002158658,0.0001607146,0.00008599596,0.0005085143,3.524817e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007590605,"about_ca_system_score_gemma":0.0006006949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001286168,"about_ca_topic_score_gemma":6.270475e-7,"domain_scores_codex":[0.9954196,0.0003443272,0.001263376,0.0003254249,0.002282338,0.0003649559],"domain_scores_gemma":[0.9962457,0.0002779831,0.001948066,0.0007141494,0.0005633421,0.0002507591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001140112,0.001160875,0.976297,0.0001199035,0.005198407,0.00001771578,0.0002474455,0.01162976,0.001866576,0.0001311265,0.002077922,0.0001131466],"study_design_scores_gemma":[0.003828541,0.001520206,0.9877335,0.0005588303,0.002697626,0.00005836396,0.001379125,0.0002566603,0.0005778305,0.0011644,0.00002830565,0.0001965655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962841,0.0009925058,0.0002089457,0.001504257,0.0000823802,0.0006235191,0.0001106948,0.00001280404,0.0001808261],"genre_scores_gemma":[0.9796444,0.0001292801,0.01965906,0.0003874378,0.0001007767,0.0000154797,0.00002947658,0.00003141221,0.000002723909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01945011,"threshold_uncertainty_score":0.8981489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732659313645218,"score_gpt":0.3166232855179529,"score_spread":0.2992966923815008,"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."}}