{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001444107,0.0001948795,0.0002767446,0.0004142855,0.0002205386,0.0005737298,0.0002701593,0.001110266,0.001350202],"category_scores_gemma":[0.00437882,0.000121847,0.0003458091,0.0005927662,0.0004996901,0.0003748742,0.0002894626,0.0009344336,0.0001998236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000203087,"about_ca_system_score_gemma":0.000436423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000250403,"about_ca_topic_score_gemma":0.0003590473,"domain_scores_codex":[0.9989703,0.000688136,0.0001102514,0.00004688566,0.0001200227,0.00006444591],"domain_scores_gemma":[0.9970054,0.002064055,0.0004885377,0.00008608971,0.0001597654,0.0001962738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.009039912,0.001379737,0.4682854,0.002612579,0.0003999724,0.01379425,0.0007516628,0.001295271,0.00565752,0.002288835,0.01355206,0.4809427],"study_design_scores_gemma":[0.002190528,0.04413946,0.5191525,0.003602008,0.001793511,0.2740817,0.003437068,0.003743246,0.01890429,0.005258338,0.1235374,0.000159991],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8863907,0.08926694,0.003299884,0.009391199,0.002552167,0.0001099514,0.00008356374,0.0000468473,0.008858779],"genre_scores_gemma":[0.9623983,0.02879267,0.001869382,0.002282474,0.003585656,0.00006725391,0.00008109817,0.000005406898,0.0009178451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001444107,"threshold_uncertainty_score":0.007637203,"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."}}