{"id":"W2886698772","doi":"10.1093/eurheartj/ehy435","title":"Restrictive compared with liberal red cell transfusion strategies in cardiac surgery: a meta-analysis","year":2018,"lang":"en","type":"review","venue":"European Heart Journal","topic":"Blood transfusion and management","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Mount Sinai Hospital; Population Health Research Institute; McMaster University; University of Toronto","funders":"Canadian Institutes of Health Research; Health Canada; Biotronik; Canada Research Chairs; St. Jude Medical; Biosensors International Group; Canadian Blood Services; Medicines Company","keywords":"Medicine; Relative risk; Meta-analysis; Subgroup analysis; Confidence interval; Randomized controlled trial; Cochrane Library; Myocardial infarction; Placebo; Blood transfusion; Internal medicine; MEDLINE; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01154602,0.00264604,0.01925698,0.003009184,0.0006159155,0.003425853,0.001963241,0.002686016,0.003253167],"category_scores_gemma":[0.02324151,0.001332492,0.04359457,0.003110907,0.0008399533,0.001768574,0.001195165,0.002594897,0.0002601748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001891309,"about_ca_system_score_gemma":0.001769677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004597818,"about_ca_topic_score_gemma":0.008031599,"domain_scores_codex":[0.992299,0.004106687,0.001864889,0.0008746344,0.0005756864,0.0002790992],"domain_scores_gemma":[0.9851152,0.01131979,0.002174309,0.0004345928,0.000696423,0.0002596514],"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":[0.01131007,0.00007414508,0.00395689,0.1488982,0.8264048,0.0001016363,0.00007248369,0.0006211479,0.0002416879,0.0001077116,0.000315871,0.007895435],"study_design_scores_gemma":[0.002103759,0.0004573404,0.002639014,0.007271765,0.9865247,0.00004775674,0.0000283898,0.0002258517,0.00008415015,0.0001340266,0.0004679004,0.00001535471],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02281076,0.9747168,0.0006740979,0.0002548436,0.0002902995,0.0003886404,0.0003483946,0.00003342839,0.0004826728],"genre_scores_gemma":[0.5598438,0.4327055,0.002894764,0.001536361,0.0005544806,0.001214975,0.0006660023,0.00004789182,0.000536224],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01925698,"threshold_uncertainty_score":0.06106192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1664397885685854,"score_gpt":0.3472052266574105,"score_spread":0.1807654380888252,"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."}}