{"id":"W1984830970","doi":"10.1213/ane.0b013e3181aa084c","title":"The Efficacy of an Intraoperative Cell Saver During Cardiac Surgery: A Meta-Analysis of Randomized Trials","year":2009,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Blood transfusion and management","field":"Medicine","cited_by":234,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Randomized controlled trial; Meta-analysis; Cochrane Library; Odds ratio; Cardiac surgery; Confidence interval; Surgery; MEDLINE; Blood product; Anesthesia; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.01149818,0.0007094126,0.03072537,0.00109264,0.0001255465,0.00004426093,0.0003521448,0.0003016102,0.0003251241],"category_scores_gemma":[0.0005151317,0.0003536523,0.026805,0.001855748,0.00023956,0.00006051588,0.00002226815,0.0003342331,0.000008840014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004004723,"about_ca_system_score_gemma":0.0002966048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001481978,"about_ca_topic_score_gemma":0.00001076655,"domain_scores_codex":[0.9882888,0.006350568,0.003545576,0.0006277591,0.0008201817,0.0003671109],"domain_scores_gemma":[0.9894334,0.006700554,0.002067504,0.001336285,0.0002638152,0.0001984578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.009227498,0.0009102866,0.000002902,0.006166782,0.7705253,0.0002699376,0.0004628045,0.00001153157,0.000006955268,0.0006373576,0.0005054016,0.2112732],"study_design_scores_gemma":[0.007449623,0.00007334051,0.00007154387,0.0003918322,0.7964193,0.00001587517,0.00004293871,0.000005832614,0.0001061,0.000004577304,0.1951631,0.0002559849],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000574693,0.9942756,0.0000167601,0.000521111,0.00002807562,0.004205332,0.00001729505,0.00003504417,0.0003261178],"genre_scores_gemma":[0.001471546,0.9968866,0.0001337235,0.0001406114,0.00008067609,0.0002670879,0.0002176769,0.00005631228,0.0007457708],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2110172,"threshold_uncertainty_score":0.9998915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1005830173056161,"score_gpt":0.3573099608662527,"score_spread":0.2567269435606366,"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."}}