{"id":"W3119793767","doi":"10.1016/j.ejso.2021.01.007","title":"Perioperative blood transfusion is not an independent predictor for worse outcomes in retroperitoneal sarcoma surgery","year":2021,"lang":"en","type":"article","venue":"European Journal of Surgical Oncology","topic":"Blood transfusion and management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Perioperative; Blood transfusion; Odds ratio; Sarcoma; Surgery; Anemia; Soft tissue sarcoma; Internal medicine; Soft tissue; Pathology","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":[0.000565179,0.0002049787,0.0003771071,0.0004431052,0.000377293,0.001103003,0.0004054715,0.0005350938,0.004036923],"category_scores_gemma":[0.006980302,0.0001808613,0.0005340457,0.0007703222,0.0003714802,0.0006246881,0.0004079665,0.001077407,0.000370236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002393247,"about_ca_system_score_gemma":0.000806122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006869756,"about_ca_topic_score_gemma":0.000978839,"domain_scores_codex":[0.9993762,0.0001553516,0.0001141193,0.00007338556,0.0001436423,0.0001372964],"domain_scores_gemma":[0.9952853,0.001410402,0.002155459,0.0002354529,0.0002845711,0.0006289088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005330936,0.00007344182,0.9894071,0.00007296897,0.0001488537,0.0004501337,0.00006849037,0.0001084103,0.0004014559,0.00009455837,0.0005082712,0.008133139],"study_design_scores_gemma":[0.00001707502,0.0002745347,0.9951671,0.00007639836,0.0002542006,0.001725713,0.0004125002,0.0005533286,0.0002470578,0.000365171,0.0008917464,0.00001522627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942502,0.002747238,0.0002423311,0.0005640717,0.0001920976,0.000005892975,0.0001600879,0.0000101626,0.001827958],"genre_scores_gemma":[0.9987888,0.0005259789,0.00008612074,0.00009514615,0.0001439983,0.000003192775,0.0001563148,0.000004857414,0.0001957705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004036923,"threshold_uncertainty_score":0.01350486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04046761572310781,"score_gpt":0.3101751047818593,"score_spread":0.2697074890587515,"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."}}