{"id":"W3136647879","doi":"10.3390/jcm10061264","title":"External Validation and Extension of a Clinical Score for the Discrimination of Type 2 Myocardial Infarction","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"Schweizerische Herzstiftung; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Medicine; Myocardial infarction; Internal medicine; Framingham Risk Score; Calibration; Medical diagnosis; Cardiology; Triage; Heart failure; Chest pain; Culprit; Radiology; Emergency medicine; Statistics; Disease","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":[0.05889008,0.001612472,0.001006577,0.001670573,0.0003952561,0.001546472,0.001542864,0.001127635,0.0007553948],"category_scores_gemma":[0.1029704,0.0003415815,0.001428684,0.0008525288,0.001405217,0.000856833,0.002302222,0.001212128,0.0004181117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007792826,"about_ca_system_score_gemma":0.001234854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00111065,"about_ca_topic_score_gemma":0.0008044791,"domain_scores_codex":[0.9697453,0.02435816,0.000949625,0.002340335,0.002144859,0.0004616177],"domain_scores_gemma":[0.8943343,0.08254695,0.006887318,0.008104783,0.006676512,0.001450148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00305938,0.0004217768,0.9556013,0.00006375463,0.001106049,0.00008044497,0.000265714,0.0210011,0.0007168269,0.0004005222,0.0006141426,0.01666905],"study_design_scores_gemma":[0.0007213805,0.004385363,0.6193934,0.0001431806,0.0008002515,0.0004692313,0.0001771829,0.3676091,0.002728322,0.002103899,0.001371543,0.00009716029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860204,0.0001633324,0.01184222,0.000107152,0.00005149905,0.0002197006,0.0003418647,0.00008188838,0.001171914],"genre_scores_gemma":[0.9968151,0.00001999704,0.002455425,0.00002977892,0.0000160219,0.00006469928,0.0005119303,0.00001103468,0.00007598361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05889008,"threshold_uncertainty_score":0.3114442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2355593933185438,"score_gpt":0.5135073092652612,"score_spread":0.2779479159467174,"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."}}