{"id":"W3087269182","doi":"10.1177/0218492320945479","title":"External validation of Leipzig-Halifax scores for aortic dissection in Armenia","year":2020,"lang":"en","type":"article","venue":"Asian Cardiovascular and Thoracic Annals","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Aortic dissection; Confidence interval; Odds ratio; Logistic regression; Retrospective cohort study; Dissection (medical); Surgery; Internal medicine; Aorta","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002400142,0.000123566,0.0004114763,0.00006745691,0.0000330293,0.00001441172,0.00003155406,0.00005441527,0.00001263867],"category_scores_gemma":[0.00007082323,0.0001050022,0.0004273534,0.0001592745,0.00004500037,0.0000994236,0.00001535357,0.00005534889,0.000003965652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009174681,"about_ca_system_score_gemma":0.00003670717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002264048,"about_ca_topic_score_gemma":9.537481e-7,"domain_scores_codex":[0.9990665,0.00005555315,0.0002418321,0.0002589583,0.0002222183,0.00015491],"domain_scores_gemma":[0.9995599,0.00001813493,0.00005266452,0.0001707459,0.0000545716,0.0001439891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002584195,0.0006268753,0.3504103,0.002262105,0.004787478,0.0002309983,0.002912468,0.0001883916,0.002406086,0.0007267792,0.000182958,0.6326813],"study_design_scores_gemma":[0.006792271,0.001688286,0.8143489,0.0009125748,0.005850004,0.0001743684,0.002656417,0.002760171,0.1584565,0.003947946,0.001730795,0.0006817842],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813135,0.005098564,0.01127386,0.0007086477,0.00002561786,0.0006339693,0.00001826557,0.00002595609,0.000901573],"genre_scores_gemma":[0.9988495,0.0002016394,0.0005786039,0.0000877429,0.0001176103,0.00006259423,0.00005810497,0.00001657847,0.00002760491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6319996,"threshold_uncertainty_score":0.4281866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05972702030406785,"score_gpt":0.328279834007116,"score_spread":0.2685528137030481,"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."}}