{"id":"W2093290322","doi":"10.1097/01.sap.0000134342.04860.99","title":"Autologous Blood Transfusion in TRAM Breast Reconstruction:","year":2004,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Breast reconstruction; Surgery; Autologous blood; Hypovolemia; Blood transfusion; Donation; Anemia; Prospective cohort study; Breast cancer; Anesthesia; Internal medicine; Cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.0005017207,0.000172942,0.0006369454,0.0005085943,0.00003396368,0.000005968994,0.00004592601,0.0001710486,0.0001743525],"category_scores_gemma":[0.0003754251,0.0001609701,0.000471905,0.0004037724,0.00021485,0.0001664043,0.000009776425,0.0002113395,0.000008155715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001687989,"about_ca_system_score_gemma":0.0002812143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001331049,"about_ca_topic_score_gemma":0.00002011587,"domain_scores_codex":[0.99861,0.00006071267,0.000573939,0.0002838011,0.0001754375,0.0002961638],"domain_scores_gemma":[0.9987465,0.0006642097,0.0001245747,0.0002157568,0.0001431412,0.0001057895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009867976,0.001262876,0.7282814,0.0004190422,0.0005172215,0.0006808251,0.0002037205,0.00005202627,0.05156559,0.000647544,0.0002388209,0.2151442],"study_design_scores_gemma":[0.0009359358,0.0001418925,0.8549985,0.001404415,0.0001104134,0.006753991,0.0001322563,0.000003716706,0.1340699,0.001055282,0.0001554936,0.0002382639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975975,0.0003921028,0.0004426112,0.0001942101,0.0005770233,0.0001700829,0.00002001915,0.00009539006,0.0005110608],"genre_scores_gemma":[0.9981625,0.001279192,0.0003517178,0.0000764613,0.00007200054,0.00001430507,0.00001486823,0.00001779363,0.00001115701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2149059,"threshold_uncertainty_score":0.6564172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03139499454109156,"score_gpt":0.2733808171712661,"score_spread":0.2419858226301745,"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."}}