{"id":"W3196388452","doi":"10.1007/s00059-021-05064-9","title":"Unexpected high level of severe events even in low-risk profile chest pain unit patients","year":2021,"lang":"en","type":"article","venue":"Herz","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Abbott Vascular; Deutsche Herzstiftung; Universitätsklinikum Essen","keywords":"Medicine; Chest pain; Myocardial infarction; Angina; Population; Emergency medicine; Referral; Emergency department; Canadian Cardiovascular Society; Cardiopulmonary resuscitation; Observational study; Unstable angina; Intensive care unit; Internal medicine; Resuscitation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005694135,0.0001883501,0.0003312578,0.0004352646,0.0003166204,0.000622847,0.0002122756,0.0003834694,0.002311471],"category_scores_gemma":[0.003496642,0.0001169865,0.0003495094,0.000479448,0.0002143269,0.000320422,0.0004060668,0.0005437554,0.000333702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001404065,"about_ca_system_score_gemma":0.0002490814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004815246,"about_ca_topic_score_gemma":0.0005449324,"domain_scores_codex":[0.9993048,0.0002113267,0.00009542381,0.0001597244,0.0001070748,0.0001216909],"domain_scores_gemma":[0.997486,0.0005802216,0.001216287,0.0002220854,0.000174592,0.0003207349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001011179,0.00002389127,0.9980096,0.000009469978,0.00001661088,0.0001655202,0.00002621746,0.00002729426,0.0002427205,0.00001989686,0.00006603471,0.001291637],"study_design_scores_gemma":[0.00000594572,0.0001216029,0.9983134,0.000004649861,0.0000214408,0.0009599362,0.0000839954,0.0002010691,0.0001257262,0.00005852985,0.0001005419,0.00000308058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988499,0.0001272439,0.0002998612,0.00005298702,0.000007405465,0.00001053201,0.0001923025,0.00000582217,0.000454042],"genre_scores_gemma":[0.9995141,0.00003123853,0.0001100356,0.00002259678,0.00001405544,0.000006873979,0.0002473295,0.000001556081,0.0000521518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002311471,"threshold_uncertainty_score":0.00773263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0537833109944665,"score_gpt":0.3144630881211903,"score_spread":0.2606797771267238,"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."}}