{"id":"W4408572242","doi":"10.3389/fneur.2025.1506819","title":"Prognostic value of elevated cardiac troponin in aneurysmal subarachnoid hemorrhage: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Frontiers in Neurology","topic":"Takotsubo Cardiomyopathy and Associated Phenomena","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subarachnoid hemorrhage; Meta-analysis; Medicine; Cardiology; Internal medicine; Troponin; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001532861,0.0006859945,0.02064961,0.001972975,0.00002573096,0.00001041775,0.0003153076,0.0005885924,0.00001590197],"category_scores_gemma":[0.001442458,0.0005267952,0.0027823,0.003840924,0.0001411199,0.00004021035,0.0001336818,0.001217469,0.000002386312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001032345,"about_ca_system_score_gemma":0.0003182982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002565677,"about_ca_topic_score_gemma":0.000003317345,"domain_scores_codex":[0.9926794,0.003448978,0.002126023,0.0009140203,0.0003057986,0.0005258426],"domain_scores_gemma":[0.9973607,0.0005245236,0.00101557,0.0009003216,0.00008979146,0.0001091158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00002788997,0.0001041213,0.001256064,0.9717717,0.02546192,0.0006161359,0.00002583014,0.000004206441,1.250554e-7,0.00002798765,0.00007199633,0.0006320036],"study_design_scores_gemma":[0.0003637099,0.0002107345,0.0001786063,0.00566707,0.9924659,0.0001135621,0.00001071899,0.00005607456,2.000213e-7,0.00002469565,0.0006020658,0.0003066255],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008369298,0.9931706,0.00003942561,0.000228746,0.0002372702,0.00585532,0.0002274761,0.00003547638,0.0001220425],"genre_scores_gemma":[0.002759762,0.9945038,0.0002786705,0.0005412329,0.0000198685,0.001292343,0.0002345044,0.00005187928,0.0003179281],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.967004,"threshold_uncertainty_score":0.9997184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785954885816099,"score_gpt":0.2809537118691905,"score_spread":0.2630941630110296,"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."}}