{"id":"W2030509673","doi":"10.1245/s10434-015-4477-4","title":"The Impact of Perioperative Red Blood Cell Transfusions on Long-Term Outcomes after Hepatectomy for Colorectal Liver Metastases","year":2015,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Blood transfusion and management","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Perioperative; Hazard ratio; Colorectal cancer; Interquartile range; Confidence interval; Internal medicine; Proportional hazards model; Hepatectomy; Oncology; Cancer; Surgery; Resection","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":[0.0008792045,0.0001895624,0.0003292902,0.0003401633,0.0004029665,0.001132263,0.0003858717,0.0005330957,0.001394189],"category_scores_gemma":[0.007533938,0.0001290321,0.0009768724,0.00060465,0.000384862,0.000701663,0.0004669244,0.001367092,0.0001856214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007253661,"about_ca_system_score_gemma":0.0009441737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002414262,"about_ca_topic_score_gemma":0.005760703,"domain_scores_codex":[0.9990872,0.0002597858,0.0001416924,0.00006670808,0.0002017443,0.000242838],"domain_scores_gemma":[0.9950575,0.001475787,0.002170866,0.0001473847,0.0004048267,0.0007436625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002382525,0.0003233176,0.9738179,0.0001004678,0.000669201,0.0004341338,0.0001313075,0.0003240569,0.0003774973,0.000154718,0.0004439787,0.02084088],"study_design_scores_gemma":[0.0000284794,0.0006860166,0.9971243,0.00005714878,0.0003886571,0.0003749058,0.0003797935,0.000289372,0.0001242692,0.0001661453,0.000365938,0.0000149198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921704,0.005626734,0.00008859827,0.000695702,0.0001260519,0.000005432682,0.0001312571,0.000002984846,0.001152879],"genre_scores_gemma":[0.9981129,0.001185527,0.00005376779,0.0001458563,0.0001359264,0.000004475249,0.0001735924,0.000002331229,0.0001855731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002414262,"threshold_uncertainty_score":0.005262852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09344446250166145,"score_gpt":0.3951113029427739,"score_spread":0.3016668404411125,"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."}}