{"id":"W4401874772","doi":"10.1007/s11886-024-02121-7","title":"Echocardiography in Systemic Lupus Erythematosus","year":2024,"lang":"en","type":"review","venue":"Current Cardiology Reports","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Asymptomatic; Pericarditis; Occult; Internal medicine; Cardiology; Cardiac tamponade; Endocarditis; Tamponade; Myocarditis; valvular heart disease; Radiology; Pathology","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":[0.001671481,0.001396941,0.003900234,0.007437949,0.0003166029,0.002121836,0.001097515,0.001832586,0.004520932],"category_scores_gemma":[0.003689234,0.0007312009,0.001048405,0.00451581,0.0008328957,0.002228449,0.001232422,0.002521266,0.001846427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006211468,"about_ca_system_score_gemma":0.001997628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001685063,"about_ca_topic_score_gemma":0.003605489,"domain_scores_codex":[0.9992962,0.0001432187,0.0002196403,0.000106113,0.0001931458,0.00004167306],"domain_scores_gemma":[0.9969209,0.001780813,0.0005585314,0.00006075716,0.0005042009,0.0001746513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001658617,0.0000802138,0.0007405081,0.05382614,0.0004704346,0.0004864336,0.00007985766,0.000233155,0.0007265893,0.0007947327,0.04004859,0.9023474],"study_design_scores_gemma":[0.0004087933,0.0003951142,0.007795023,0.08212075,0.003965994,0.007089527,0.0002898124,0.000361297,0.0005047642,0.002138964,0.8947899,0.0001400086],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002744721,0.9994186,0.00003263694,0.0001401956,0.0001991015,0.000002138507,0.000006837951,0.00000270129,0.0001704009],"genre_scores_gemma":[0.0004243777,0.9983819,0.00008810855,0.0003158335,0.0006530369,0.000003785169,0.00001580777,8.820758e-7,0.0001163337],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007437949,"threshold_uncertainty_score":0.01512402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06705196990222587,"score_gpt":0.3891374748609272,"score_spread":0.3220855049587014,"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."}}