{"id":"W2334366133","doi":"10.1097/sla.0b013e3182300209","title":"Three Thousand Seven Hundred Thirty-Eight Posttraumatic Pulmonary Emboli","year":2011,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Pulmonary embolism; Radiology; 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":[0.000712733,0.0002083949,0.000912006,0.0002724905,0.00007685513,0.00001139592,0.000137916,0.0001103825,0.0006931502],"category_scores_gemma":[0.00009814213,0.0001864329,0.0003645362,0.0002572913,0.0001141214,0.000165735,0.00008760238,0.0001364327,0.000128916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009141837,"about_ca_system_score_gemma":0.00008440227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004030944,"about_ca_topic_score_gemma":0.00002149909,"domain_scores_codex":[0.9982508,0.00004379372,0.0005825358,0.0002951735,0.0003797754,0.0004478903],"domain_scores_gemma":[0.9986424,0.0001902598,0.0002321515,0.0005648924,0.000178239,0.0001920822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009349341,0.01062284,0.299207,0.003803859,0.002826717,0.001778384,0.004705067,0.000003645803,0.002323931,0.007667763,0.4465421,0.2195838],"study_design_scores_gemma":[0.0002053435,0.0001493817,0.9799301,0.0006727581,0.0002107026,0.00005024212,0.0002168319,0.00002934702,0.009431609,0.004573321,0.00425894,0.0002714369],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9456597,0.001764886,0.00006722246,0.002152349,0.0003659345,0.0004730619,0.00001898608,0.00008964445,0.04940819],"genre_scores_gemma":[0.9945605,0.001980786,0.0002966512,0.002680061,0.0001500417,0.00003527126,0.00003258555,0.00004434954,0.0002197955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6807231,"threshold_uncertainty_score":0.7602512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2829443383236102,"score_gpt":0.3309894545576407,"score_spread":0.04804511623403057,"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."}}