{"id":"W2108091297","doi":"10.1016/j.ejcts.2008.09.020","title":"A method to distinguish between gaseous and solid cerebral emboli in patients with prosthetic heart valves","year":2008,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Transcranial Doppler; Heart valve; Medicine; Intensity (physics); Mechanical heart-valve; Oxygen; Ultrasonic sensor; Biomedical engineering; Cardiology; Radiology; Chemistry","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":[0.0004879515,0.0002990921,0.0002052831,0.001031629,0.0001257164,0.0002571432,0.0002272487,0.0004418392,0.0008602111],"category_scores_gemma":[0.003401356,0.0001131363,0.0001084873,0.0003436551,0.0001831902,0.0002149027,0.0001635988,0.0003604237,0.000274513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001422901,"about_ca_system_score_gemma":0.000189326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002987222,"about_ca_topic_score_gemma":0.000349365,"domain_scores_codex":[0.999772,0.00005328151,0.00002904855,0.00005255631,0.0000736818,0.00001939673],"domain_scores_gemma":[0.9985541,0.0006872047,0.0003530828,0.00007250479,0.0002287466,0.0001043441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001795203,0.0002390616,0.7600961,0.000170554,0.00006992462,0.000799213,0.0002273402,0.0003899221,0.09014133,0.0001141382,0.0009562527,0.1450009],"study_design_scores_gemma":[0.0001464604,0.002482795,0.931352,0.00006374988,0.0001407747,0.0151925,0.0002160322,0.00711024,0.04055246,0.0001648852,0.002536691,0.00004130299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9757113,0.001983322,0.01987476,0.0002321181,0.00006336589,0.000126749,0.000249072,0.0002318703,0.001527379],"genre_scores_gemma":[0.9821844,0.000306539,0.01696087,0.00006535997,0.00004413873,0.00006813228,0.0001749641,0.000009718951,0.0001859469],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001031629,"threshold_uncertainty_score":0.002877712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02416186801993364,"score_gpt":0.2836560994015641,"score_spread":0.2594942313816304,"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."}}