{"id":"W4224280058","doi":"10.24908/pocus.v7i1.15296","title":"The Takotsubo Syndrome: Clinical Diagnosis Using POCUS","year":2022,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Takotsubo Cardiomyopathy and Associated Phenomena","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Acute coronary syndrome; Coronary angiography; Cardiomyopathy; Coronary arteries; Takotsubo syndrome; Myocardial ischemia; Angiography; Ischemia; Artery; Myocardial infarction; Heart failure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003072719,0.0001829647,0.000459761,0.0001122675,0.002107262,0.000126158,0.0003074161,0.0000706821,0.0006987377],"category_scores_gemma":[0.0004695403,0.000129074,0.0005740806,0.0004173804,0.0001145887,0.00009591083,0.0002053785,0.001833414,0.00004180364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004120631,"about_ca_system_score_gemma":0.0003690325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001786536,"about_ca_topic_score_gemma":0.000001242146,"domain_scores_codex":[0.9970276,0.0006407012,0.0007253274,0.000239452,0.0008020202,0.0005648985],"domain_scores_gemma":[0.9982693,0.0005028787,0.0004063719,0.0003313064,0.0001238354,0.000366261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008590691,0.001380204,0.8191106,0.0000288974,0.002176247,0.009682878,0.001334487,0.0005665185,0.0004123219,0.00118471,0.04315998,0.1201041],"study_design_scores_gemma":[0.007377728,0.002343807,0.3778197,0.0001400994,0.001393752,0.06290802,0.003017228,0.0006066032,0.0001124053,0.006212224,0.5373415,0.0007269118],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841123,0.005271752,0.00007972607,0.0046624,0.002690421,0.0002390098,0.00002559131,0.00005023551,0.002868558],"genre_scores_gemma":[0.9963035,0.0008194184,0.0002342482,0.0007766602,0.0009991203,0.000033722,0.000003694905,0.00004202319,0.000787586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4941815,"threshold_uncertainty_score":0.9991919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0506074070115603,"score_gpt":0.3418565818386687,"score_spread":0.2912491748271084,"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."}}