{"id":"W2978939899","doi":"10.14309/00000434-201110002-00297","title":"Vasoactive Medications for the Treatment of Acute Variceal Bleeds: A Systematic Review and Meta-Analysis","year":2011,"lang":"en","type":"review","venue":"The American Journal of Gastroenterology","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Vasoactive; Vasoactive intestinal peptide; Randomized controlled trial; Vasopressin; Somatostatin; Internal medicine; Meta-analysis; Anesthesia; Neuropeptide","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01046001,0.002324113,0.01925022,0.005838939,0.0006397122,0.003156751,0.001888785,0.002294967,0.004957374],"category_scores_gemma":[0.02933536,0.001343625,0.02778758,0.00726494,0.0007204785,0.001583591,0.001215885,0.001611554,0.0003601742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002731408,"about_ca_system_score_gemma":0.003855882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006842585,"about_ca_topic_score_gemma":0.01565257,"domain_scores_codex":[0.9923138,0.003584506,0.002348842,0.0006255567,0.0008737508,0.000253613],"domain_scores_gemma":[0.9803703,0.01422126,0.003466119,0.0003719116,0.001334612,0.0002357829],"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":[0.00160856,0.00003397456,0.001902371,0.6503572,0.3333829,0.000106241,0.0000655226,0.0003053337,0.0001613038,0.0001174549,0.0006680973,0.01129107],"study_design_scores_gemma":[0.000926694,0.0002878723,0.003002539,0.06976262,0.9234031,0.000113943,0.00004931611,0.0001580875,0.0001051962,0.0001496166,0.002018381,0.00002272973],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002552178,0.9962937,0.0001860771,0.000138135,0.0001099292,0.0002376311,0.0002731947,0.00001367709,0.0001953863],"genre_scores_gemma":[0.07758301,0.9189227,0.001143561,0.0006901271,0.0002202065,0.0007853056,0.0004255322,0.00001589246,0.0002137195],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01925022,"threshold_uncertainty_score":0.05531847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06804592841854944,"score_gpt":0.3333116773848229,"score_spread":0.2652657489662734,"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."}}