{"id":"W3045079596","doi":"10.1016/j.echo.2020.05.002","title":"Color Doppler Splay: A Clue to the Presence of Significant Mitral Regurgitation","year":2020,"lang":"en","type":"article","venue":"Journal of the American Society of Echocardiography","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Medicine; Mitral regurgitation; Color doppler; Transthoracic echocardiogram; Cardiology; Mitral valve; Internal medicine; Radiology; Ultrasonography","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":[0.0004755656,0.0001169177,0.0005212055,0.00007742424,0.00005791854,0.00001371501,0.0003991236,0.00002555515,0.00000770721],"category_scores_gemma":[0.000138337,0.00006536832,0.002155166,0.001652186,0.0004259425,0.00007981774,0.00007579708,0.0002246068,0.000001301435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001806819,"about_ca_system_score_gemma":0.00005802119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006027316,"about_ca_topic_score_gemma":7.901783e-7,"domain_scores_codex":[0.9985169,0.000103379,0.0004618482,0.000125941,0.0006318929,0.0001601007],"domain_scores_gemma":[0.9982333,0.0002359495,0.0008502776,0.0002799576,0.0002658212,0.000134662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001180333,0.0002044528,0.2993365,0.0001620828,0.002938395,0.00000631154,0.004817213,0.002375496,0.0163538,0.0000750875,0.6683125,0.004237848],"study_design_scores_gemma":[0.001416881,0.002241328,0.9584235,0.0002403241,0.00123991,0.00001517856,0.01129336,0.0003243068,0.005652331,0.00009148033,0.01891953,0.000141888],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.943639,0.0002429164,0.001818044,0.05339269,0.0001222588,0.0004418709,0.00001714873,0.000009539283,0.0003164686],"genre_scores_gemma":[0.987355,0.0004783401,0.006659515,0.005242759,0.0002293299,0.000006540141,6.614563e-7,0.00001231764,0.00001553207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.659087,"threshold_uncertainty_score":0.2665642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0272841175175089,"score_gpt":0.2709473453982802,"score_spread":0.2436632278807714,"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."}}