{"id":"W4291730162","doi":"10.1055/a-1836-8962","title":"Hemostatic powders for gastrointestinal bleeding: a review of old, new, and emerging agents in a rapidly advancing field","year":2022,"lang":"en","type":"review","venue":"Endoscopy International Open","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"","keywords":"Medicine; Hemostatic Agent; Hemostasis; Gastrointestinal bleeding; Perforation; Upper gastrointestinal bleeding; Adverse effect; Hemostatics; Intensive care medicine; Surgery; Endoscopy; Internal 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_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005552114,0.0003630634,0.001566664,0.0003306457,0.00004869067,0.00004724325,0.0004648547,0.00003469419,0.001403738],"category_scores_gemma":[0.002007903,0.0003196093,0.0003277139,0.000241099,0.00002262052,0.0001390138,0.000402716,0.0003335272,0.000004535332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003803709,"about_ca_system_score_gemma":0.0004566104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003696951,"about_ca_topic_score_gemma":0.00001397718,"domain_scores_codex":[0.9977557,0.00005488531,0.0009863763,0.000505641,0.0003901088,0.0003072968],"domain_scores_gemma":[0.9977922,0.001083127,0.0006533253,0.0002102388,0.00009118155,0.0001698791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004399135,0.0008904799,0.009697574,0.1204626,0.0009704455,0.000481066,0.0001878133,0.000005045216,0.00001006207,0.0007354546,0.05739871,0.8087208],"study_design_scores_gemma":[0.001882714,0.001133145,0.00003839075,0.2989607,0.0007083741,0.0008312354,0.00007709423,0.00004663576,0.000006963928,0.00005268821,0.6960874,0.0001746756],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005406077,0.9911709,0.0001794918,0.002841718,0.0003074461,0.003664775,0.00007891769,0.00001586434,0.001686868],"genre_scores_gemma":[0.00001612111,0.961553,0.03537289,0.001112362,0.00008421829,0.0007093043,0.0003441452,0.00005212944,0.0007558463],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8085461,"threshold_uncertainty_score":0.9999256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08995469254182281,"score_gpt":0.4302010185994385,"score_spread":0.3402463260576157,"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."}}