{"id":"W3001163752","doi":"10.1016/j.athoracsur.2019.10.094","title":"Supplemental Cardioplegia During Donor Heart Implantation: A Systematic Review and Meta-Analysis","year":2020,"lang":"en","type":"review","venue":"The Annals of Thoracic Surgery","topic":"Cardiac Ischemia and Reperfusion","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Heart transplantation; Confidence interval; Relative risk; Sinus rhythm; Randomized controlled trial; Transplantation; Meta-analysis; Surgery; Incidence (geometry); Intensive care; Intensive care unit; Cardiology; Internal medicine; Anesthesia; Atrial fibrillation; Intensive care 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_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.002431365,0.0004644444,0.01464192,0.0003015289,0.00009754345,0.00002745818,0.0001338831,0.0001384094,0.0003474164],"category_scores_gemma":[0.0002946066,0.0002340839,0.01059644,0.001055659,0.00007047319,0.00005446366,0.0001599174,0.0002995924,0.00002128745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002118508,"about_ca_system_score_gemma":0.0001731914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003206822,"about_ca_topic_score_gemma":0.000001258188,"domain_scores_codex":[0.9962949,0.0009134886,0.001568425,0.0004252448,0.0005344845,0.0002634384],"domain_scores_gemma":[0.9968689,0.00100705,0.0009061916,0.0008982663,0.0001487615,0.0001708405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001585359,0.00001389472,0.000005035242,0.8425128,0.1529673,0.00005358614,0.00002733275,5.576608e-8,0.000003148845,7.494928e-7,0.003330885,0.00106938],"study_design_scores_gemma":[0.00001630273,0.00001059116,0.000002665087,0.04740717,0.890171,0.001327947,0.00002790803,2.17115e-7,0.0001217461,5.884881e-7,0.06070845,0.0002054186],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001200523,0.9941444,0.000001245143,0.002921763,0.00005483265,0.002192845,0.0004774372,0.00002873159,0.00005871402],"genre_scores_gemma":[0.0003260885,0.9978107,0.00001492067,0.0006399095,0.0001111676,0.000314615,0.0004452008,0.00004233153,0.000295106],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7951056,"threshold_uncertainty_score":0.9999868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1736172124671107,"score_gpt":0.4321243387326771,"score_spread":0.2585071262655664,"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."}}