{"id":"W3019583354","doi":"10.1016/j.surg.2020.02.030","title":"Reply to: Re: Venous thromboembolism and transfusion after major abdominopelvic surgery","year":2020,"lang":"en","type":"letter","venue":"Surgery","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Venous thromboembolism; Incidence (geometry); Surgery; Blood transfusion; General surgery; Thrombosis","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006539015,0.0008755844,0.003773443,0.0007909427,0.000184073,0.0001432957,0.0001755456,0.0006863661,0.001259094],"category_scores_gemma":[0.0003682713,0.0008168433,0.0008964952,0.000573977,0.0001492999,0.0001392381,0.000221606,0.001543361,0.0005821201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001590169,"about_ca_system_score_gemma":0.000376039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006457842,"about_ca_topic_score_gemma":0.00002618177,"domain_scores_codex":[0.9950145,0.0002169161,0.001134453,0.001538936,0.0009739064,0.001121263],"domain_scores_gemma":[0.99667,0.001247103,0.0002732888,0.001160379,0.0001386617,0.0005105401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002164275,0.0002608759,0.001371824,0.002356856,0.0005354563,0.01105168,0.0005490828,1.762685e-7,0.00006074366,0.000002550958,0.9705644,0.01302999],"study_design_scores_gemma":[0.0002998391,0.0001617387,0.03220161,0.001580452,0.001167487,0.0001221223,0.00005013456,0.000002215678,0.000154719,0.0001003725,0.963308,0.0008512478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06521533,0.00324008,0.00002895404,0.9240952,0.003234376,0.001884372,0.0001253155,0.000346923,0.00182948],"genre_scores_gemma":[0.02556603,0.005106293,0.0001683424,0.9597396,0.006802278,0.0005198556,0.0005215727,0.0003158381,0.001260163],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0396493,"threshold_uncertainty_score":0.9996539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02423600747318774,"score_gpt":0.2456061971377845,"score_spread":0.2213701896645967,"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."}}