{"id":"W4387399311","doi":"10.3389/fimmu.2023.1254011","title":"The Immunology of Takotsubo Syndrome","year":2023,"lang":"en","type":"review","venue":"Frontiers in Immunology","topic":"Takotsubo Cardiomyopathy and Associated Phenomena","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of Canada","keywords":"Medicine; Takotsubo syndrome; Pathogenesis; Inflammation; Pathophysiology; Immune system; Intensive care medicine; Cardiology; Internal medicine; Cardiomyopathy; Immunology; Heart failure","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008191695,0.0005162217,0.004183345,0.0008509032,0.0001296299,0.00001263745,0.0007380077,0.001097778,0.0000177546],"category_scores_gemma":[0.0004404512,0.000363927,0.0009654487,0.00138008,0.0007605507,0.0000376236,0.0002970978,0.001603561,0.0001664239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004916574,"about_ca_system_score_gemma":0.000635052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004828865,"about_ca_topic_score_gemma":0.000005957854,"domain_scores_codex":[0.9963924,0.0006473919,0.001392101,0.0005214506,0.0002143266,0.0008322991],"domain_scores_gemma":[0.9974263,0.0005100581,0.0008163441,0.001112145,0.00008425713,0.00005088115],"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":[0.0001295121,0.0001195143,0.0001724579,0.004565563,0.006783094,0.0006222431,0.0002140188,4.08425e-7,0.000003946691,0.001429835,0.00571922,0.9802402],"study_design_scores_gemma":[0.0008227793,0.0003393309,0.0007220925,0.005725918,0.001074819,0.0007127442,0.0003381023,0.000001225745,0.000001479434,0.001018883,0.9889432,0.0002994621],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001347581,0.9921825,0.00003065245,0.0001106626,0.004998077,0.001077721,0.00006762967,0.0001109915,0.001287028],"genre_scores_gemma":[0.00007651004,0.9957749,0.0001882182,0.00001595669,0.00009269338,0.0002915192,0.0001607766,0.0001220316,0.00327739],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9832239,"threshold_uncertainty_score":0.9998813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02556657306610496,"score_gpt":0.2894733508210463,"score_spread":0.2639067777549414,"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."}}