{"id":"W2011638303","doi":"10.1177/1538574413500538","title":"Reduction in Allogeneic Blood Products With Routine Use of Autotransfusion in Open Elective Infrarenal Abdominal Aortic Aneurysm Repair","year":2013,"lang":"en","type":"article","venue":"Vascular and Endovascular Surgery","topic":"Blood transfusion and management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Montréal","funders":"","keywords":"Medicine; Autotransfusion; Abdominal aortic aneurysm; Surgery; Reduction (mathematics); Aortic aneurysm; Abdominal surgery; Open surgery; Aneurysm; Blood transfusion","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":[0.0008995086,0.0001363831,0.0001708213,0.0004645592,0.0001477724,0.0003586002,0.0002896321,0.0002254694,0.0005983568],"category_scores_gemma":[0.005106355,0.00009383955,0.0002114813,0.0003881481,0.0002506715,0.0003007012,0.0002894403,0.0003377211,0.00008699274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002618521,"about_ca_system_score_gemma":0.0003544005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003914293,"about_ca_topic_score_gemma":0.0007190409,"domain_scores_codex":[0.9993142,0.0002343849,0.0001044826,0.00007739381,0.0002109985,0.00005855054],"domain_scores_gemma":[0.9969716,0.000803079,0.001565383,0.0000946302,0.0002302385,0.0003351443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004477151,0.0001080159,0.9758874,0.00009747571,0.00004355452,0.0003761839,0.00009439114,0.00009003765,0.0007297757,0.00002149865,0.0001446152,0.02195935],"study_design_scores_gemma":[0.00002273675,0.001013249,0.9934378,0.00004160578,0.00005156699,0.004022025,0.0002403181,0.0002453589,0.0004024787,0.00002472397,0.0004937839,0.000004319281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974559,0.002065353,0.0001456497,0.00006821305,0.0000117565,0.000007337567,0.00001996594,0.000003113179,0.0002226522],"genre_scores_gemma":[0.9990337,0.0006362588,0.0002061513,0.00002525456,0.0000250883,0.000005560387,0.00003870506,0.000001056842,0.00002821603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008995086,"threshold_uncertainty_score":0.004757106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02119617388004308,"score_gpt":0.2212791039065015,"score_spread":0.2000829300264584,"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."}}