{"id":"W2066509464","doi":"10.1002/jso.21187","title":"Blood loss in surgical oncology: Neglected quality indicator?","year":2009,"lang":"en","type":"review","venue":"Journal of Surgical Oncology","topic":"Blood transfusion and management","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Blood loss; Perioperative; Blood transfusion; Surgery; Surgical procedures; Intensive care medicine; Cancer surgery; Blood cancer; Cancer; Internal medicine","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":[0.005137559,0.001058482,0.004462604,0.005703024,0.0004025562,0.002517195,0.002188452,0.001854626,0.002215261],"category_scores_gemma":[0.01227059,0.0005099686,0.001109266,0.01230269,0.001624206,0.003468127,0.001039186,0.003059042,0.0010896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002789382,"about_ca_system_score_gemma":0.004072092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006308688,"about_ca_topic_score_gemma":0.006529332,"domain_scores_codex":[0.9971711,0.0008684736,0.0005896866,0.0002283806,0.001047868,0.00009450573],"domain_scores_gemma":[0.990702,0.005304636,0.001765916,0.0001751668,0.001758297,0.0002939395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006386795,0.00004753824,0.0009447118,0.03490059,0.0002247749,0.00009025131,0.00008952249,0.0002249038,0.00007723705,0.00370263,0.0463271,0.9133068],"study_design_scores_gemma":[0.0001115757,0.0002579738,0.01043323,0.1174425,0.001174159,0.002522295,0.0007559431,0.0006317656,0.0003825827,0.01345458,0.8527097,0.0001236654],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004094754,0.9986071,0.00007155046,0.0008681054,0.0001531471,0.000002810436,0.00001416885,0.000003947943,0.0002381381],"genre_scores_gemma":[0.001018804,0.9981704,0.0001942658,0.0002990382,0.000193474,0.000006101398,0.00002420844,0.000001704861,0.00009213974],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006308688,"threshold_uncertainty_score":0.02717036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07002093172174043,"score_gpt":0.4258540560422629,"score_spread":0.3558331243205225,"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."}}