{"id":"W4318826078","doi":"10.3389/ti.2023.10442","title":"Heparin Thromboprophylaxis in Simultaneous Pancreas-Kidney Transplantation: A Systematic Review and Meta-Analysis of Observational Studies","year":2023,"lang":"en","type":"review","venue":"Transplant International","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Pancreas; Pancreas transplantation; Thrombosis; Heparin; Cochrane Library; Surgery; Transplantation; Meta-analysis; Internal medicine; Kidney transplantation","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"],"consensus_categories":[],"category_scores_codex":[0.0006931643,0.0005451885,0.007576947,0.001370815,0.0000392409,0.00002139823,0.0002535875,0.0002205995,0.0004386606],"category_scores_gemma":[0.0003785188,0.0003961432,0.001693688,0.00159113,0.0001004554,0.0001262161,0.00001378224,0.0003327343,0.00003309474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001254786,"about_ca_system_score_gemma":0.0002412313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004277669,"about_ca_topic_score_gemma":0.0001613081,"domain_scores_codex":[0.9957687,0.0002679362,0.00227493,0.0005945989,0.0008814415,0.0002123743],"domain_scores_gemma":[0.9964986,0.002001998,0.0006969585,0.0003066355,0.0003615826,0.0001342276],"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":[0.00003256464,0.00009918355,0.00003624335,0.7793104,0.2190202,0.0002356701,0.0003448786,0.00001808249,5.074257e-7,0.0007446325,0.00001499909,0.0001425741],"study_design_scores_gemma":[0.0004585427,0.00005155892,0.0001065329,0.09741273,0.9001493,0.0002452246,0.00001959311,0.0001623377,0.000001748155,0.00003093845,0.001045784,0.0003157535],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001863917,0.9906243,0.00009230656,0.0005736907,0.0001030737,0.002513246,0.005860968,0.00007282511,0.0001409227],"genre_scores_gemma":[0.0007503245,0.9890057,0.0001866031,0.0005485907,0.00002558068,0.0005354193,0.008089836,0.00005355595,0.0008043279],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6818977,"threshold_uncertainty_score":0.999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2845840933147761,"score_gpt":0.4383694854094208,"score_spread":0.1537853920946447,"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."}}