{"id":"W2100786476","doi":"10.1002/14651858.cd007148.pub2","title":"Pre and peri-operative erythropoeitin for reducing allogeneic blood transfusions in colorectal cancer surgery.","year":2009,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Erythropoietin; Colorectal cancer; Hematocrit; Blood transfusion; Quality of life (healthcare); Adverse effect; Perioperative; Randomized controlled trial; Anemia; Surgery; Bevacizumab; Internal medicine; Cancer; Intensive care medicine; Chemotherapy","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"],"consensus_categories":[],"category_scores_codex":[0.002352265,0.0008496236,0.01099352,0.0003465105,0.0001086197,0.00002708382,0.0001825236,0.0002849007,0.0001518707],"category_scores_gemma":[0.001368891,0.0005281527,0.001209909,0.0004640114,0.000165822,0.00008968647,0.00004642397,0.0003350689,0.00001019783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002284689,"about_ca_system_score_gemma":0.0006734509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001860354,"about_ca_topic_score_gemma":0.0001475743,"domain_scores_codex":[0.9937367,0.0009619039,0.003646292,0.0008613174,0.0003649408,0.0004288598],"domain_scores_gemma":[0.9958292,0.001591595,0.001369112,0.0008185208,0.0001682545,0.000223354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002469379,0.0004432404,0.00001206667,0.9385461,0.0003655192,0.00007264532,0.0003915849,1.458669e-7,0.0001312374,0.00003477191,0.0006925364,0.0592855],"study_design_scores_gemma":[0.0009836429,0.0002626382,0.000008059529,0.9571497,0.01065737,0.0008374815,0.0001510753,0.000006935983,0.00007031596,8.251235e-7,0.02944599,0.0004259873],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006826925,0.977505,0.00002247284,0.0001021386,0.0001582472,0.02030807,0.001127023,0.00002328502,0.00007108322],"genre_scores_gemma":[0.00005825431,0.9894305,0.001821966,0.00003386747,0.0001534929,0.006672958,0.001554962,0.00007788119,0.0001960619],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0588595,"threshold_uncertainty_score":0.999717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09453173217580167,"score_gpt":0.4078175022218815,"score_spread":0.3132857700460798,"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."}}