{"id":"W2950242081","doi":"10.1111/imj.1_14296","title":"POSTOPERATIVE OUTCOMES IN CHRONIC DIALYSIS PATIENTS: A META‐ANALYSIS OF 42 STUDIES AND 78,805 PATIENTS","year":2019,"lang":"en","type":"article","venue":"Internal Medicine Journal","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Dialysis; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01270682,0.0020443,0.01156932,0.004935481,0.0007485532,0.002968854,0.001527096,0.001715224,0.00276197],"category_scores_gemma":[0.01930507,0.001151479,0.03744595,0.007359504,0.0005157028,0.00132147,0.001541738,0.001402937,0.0002359301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001680367,"about_ca_system_score_gemma":0.002184758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00588413,"about_ca_topic_score_gemma":0.01197394,"domain_scores_codex":[0.9906255,0.003766085,0.003397682,0.0009949531,0.0008659253,0.0003497859],"domain_scores_gemma":[0.9857767,0.009987991,0.00259605,0.0005390157,0.0009084088,0.0001919392],"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":[0.002773147,0.00003653929,0.0183788,0.1684702,0.8019829,0.0002148822,0.0001171327,0.0005212297,0.0002162596,0.00009169356,0.0006111187,0.006586068],"study_design_scores_gemma":[0.000515648,0.0001437999,0.009901476,0.01034605,0.9774603,0.0001045459,0.0000484552,0.0001444704,0.00008404387,0.0001156002,0.001117037,0.0000186244],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02554261,0.9711738,0.0006118772,0.0002385555,0.0001116451,0.0003046897,0.001492504,0.00002258825,0.0005016053],"genre_scores_gemma":[0.5100739,0.4816301,0.002371277,0.001211125,0.0002126723,0.001375454,0.002542864,0.00004468681,0.0005379523],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9884307,"threshold_uncertainty_score":0.0672009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02807217979100912,"score_gpt":0.3377911147041325,"score_spread":0.3097189349131234,"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."}}