{"id":"W4309879489","doi":"10.1503/cjs.017821","title":"Efficacy of cold renal perfusion protection for open complex aortic aneurysm repair: a meta-analysis","year":2022,"lang":"en","type":"review","venue":"Canadian Journal of Surgery","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Alberta Health Services","keywords":"Medicine; Acute kidney injury; Odds ratio; Dialysis; Population; Surgery; Confidence interval; Subgroup analysis; Meta-analysis; Randomized controlled trial; Internal medicine; Cardiology; Anesthesia","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.009487926,0.002113886,0.01132682,0.002683304,0.0006179832,0.002892017,0.001772586,0.002444342,0.003446278],"category_scores_gemma":[0.01875528,0.001125322,0.04254153,0.003549551,0.0005492297,0.001239262,0.001069112,0.001974752,0.0002640726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001330745,"about_ca_system_score_gemma":0.001295754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005659323,"about_ca_topic_score_gemma":0.00829123,"domain_scores_codex":[0.9939679,0.003147338,0.001245711,0.0008466442,0.0004837589,0.0003086761],"domain_scores_gemma":[0.9855449,0.01073918,0.002051042,0.0006181563,0.0007582424,0.0002884278],"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":[0.008363586,0.00005543418,0.009735917,0.07085653,0.9035107,0.0001517601,0.00004805946,0.000680336,0.0002735439,0.00008069257,0.0004311571,0.005812253],"study_design_scores_gemma":[0.001047007,0.0003263253,0.00691605,0.002999204,0.987608,0.0000576382,0.00002265991,0.000280069,0.00008187674,0.0001150616,0.0005308482,0.00001526162],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04873886,0.9474263,0.001044597,0.0004279641,0.0003488069,0.0002640309,0.0009966522,0.00005416795,0.0006986106],"genre_scores_gemma":[0.7567551,0.237012,0.002000529,0.001242144,0.0005451923,0.0006283273,0.001226892,0.00004083037,0.000548932],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01132682,"threshold_uncertainty_score":0.05017757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.358748902247942,"score_gpt":0.3825158871724412,"score_spread":0.02376698492449913,"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."}}