{"id":"W4225376825","doi":"10.1016/j.thromres.2022.04.019","title":"Sex Differences in PrEsentation, Risk Factors, Drug and Interventional Therapies, and OUtcomes of Elderly PatientS with Pulmonary Embolism: Rationale and design of the SERIOUS-PE study","year":2022,"lang":"en","type":"article","venue":"Thrombosis Research","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Brigham and Women's Hospital","keywords":"Medicine; Pulmonary embolism; Presentation (obstetrics); Intensive care medicine; Disease; Emergency medicine; Family medicine; Internal medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009398408,0.00011436,0.0004179617,0.0002118085,0.0002674864,0.00002419049,0.0001294435,0.00001859167,0.0001099215],"category_scores_gemma":[0.00006267789,0.0000711115,0.00002723581,0.0002882374,0.0002772167,0.00009214297,0.000363888,0.0002244661,9.733375e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003387714,"about_ca_system_score_gemma":0.00005588099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001880591,"about_ca_topic_score_gemma":0.0001860484,"domain_scores_codex":[0.9975747,0.000812544,0.0002891798,0.0002589884,0.0008971179,0.0001674453],"domain_scores_gemma":[0.999037,0.0004569671,0.0001222804,0.0001988853,0.000137753,0.00004707749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009002494,0.002699762,0.9853446,0.00009192878,0.0003022253,8.043322e-7,0.009917922,0.00001768261,0.00008052339,0.0000995958,0.0001570587,0.001197818],"study_design_scores_gemma":[0.001438129,0.001451997,0.9816495,0.00004268464,0.00006778335,4.568825e-7,0.01474672,0.0001118512,0.00005110186,0.0003602714,0.00001556117,0.00006396366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968154,0.0003535653,0.00001063494,0.0004798404,0.00002272083,0.002220987,0.00005730264,0.000005065222,0.00003442276],"genre_scores_gemma":[0.9991477,0.0004092941,0.00006125146,0.00001216626,0.000005590421,0.000208342,0.00001585966,0.00001213858,0.0001276722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004828799,"threshold_uncertainty_score":0.2899843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05833692092290375,"score_gpt":0.3345337476310838,"score_spread":0.27619682670818,"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."}}