{"id":"W2802320900","doi":"10.1016/j.cjca.2018.04.028","title":"Quantification of Flow by 3D Color Flow Doppler:","year":2018,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Intracardiac injection; Doppler effect; Mitral valve; Color doppler; Doppler echocardiography; Flow (mathematics); Echo (communications protocol); Cardiology; Internal medicine; Radiology; Computer science; Ultrasonography; Diastole","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001907849,0.0005941706,0.0009186246,0.0008969683,0.000683746,0.001967327,0.0009761331,0.00791878,0.001797192],"category_scores_gemma":[0.01294921,0.0003565892,0.0006851266,0.0003412599,0.001443432,0.002205714,0.0004723339,0.01023137,0.00211931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001332375,"about_ca_system_score_gemma":0.0009148817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001952067,"about_ca_topic_score_gemma":0.002092114,"domain_scores_codex":[0.9982159,0.0006326782,0.0002265302,0.0002127862,0.000564478,0.0001475188],"domain_scores_gemma":[0.9956419,0.00244363,0.0002144444,0.0002685122,0.001076445,0.0003550905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000452592,0.0002198638,0.02022526,0.0006187108,0.00009030783,0.09012279,0.0008128558,0.0007340662,0.006695306,0.01432495,0.5920647,0.2736386],"study_design_scores_gemma":[0.0002843464,0.0004029832,0.01184407,0.001563498,0.000184114,0.2860276,0.001171193,0.01183534,0.006682365,0.05877652,0.6209689,0.000259092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008886648,0.01398352,0.01557806,0.9063807,0.03628413,0.00009081283,0.000107138,0.0003211061,0.01836784],"genre_scores_gemma":[0.273077,0.02328743,0.03046011,0.4525308,0.2045617,0.0002722024,0.000206858,0.0001957739,0.01540813],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.00791878,"threshold_uncertainty_score":0.01008981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01772162765036691,"score_gpt":0.2883501623947768,"score_spread":0.27062853474441,"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."}}