{"id":"W4283073043","doi":"10.1053/j.gastro.2022.06.048","title":"Hemostatic Powder Monotherapy in the Initial Endoscopic Treatment of Nonvariceal Upper Gastrointestinal Bleeding","year":2022,"lang":"en","type":"letter","venue":"Gastroenterology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Upper gastrointestinal bleeding; Surgery; Randomized controlled trial; Blood transfusion; Peptic; Clinical endpoint; Hemostasis; Internal medicine; Endoscopy; Peptic ulcer","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":[0.0003963809,0.0003943389,0.001130114,0.0006954008,0.001286218,0.0009792859,0.0005314811,0.006980931,0.001717029],"category_scores_gemma":[0.002622062,0.0002685794,0.0008019338,0.0005325741,0.0007365994,0.0007076943,0.0002839762,0.004887274,0.0009599102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001589843,"about_ca_system_score_gemma":0.0009684201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001451892,"about_ca_topic_score_gemma":0.003821181,"domain_scores_codex":[0.9996246,0.0001146232,0.00004495188,0.0000283949,0.0001214287,0.00006595153],"domain_scores_gemma":[0.9992507,0.0003207436,0.00006223107,0.0000207512,0.00006858402,0.0002770319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002178807,0.0007100322,0.02125117,0.0004875324,0.000195765,0.5562215,0.0003077869,0.0007694229,0.005906187,0.003640321,0.3352406,0.07309092],"study_design_scores_gemma":[0.001697228,0.002438541,0.04917064,0.0009463569,0.0002723555,0.6942997,0.0007194908,0.005701939,0.004385103,0.007662907,0.2325684,0.0001373691],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1651433,0.05290734,0.002164159,0.7010572,0.01657026,0.000112345,0.0002661663,0.0003013781,0.0614778],"genre_scores_gemma":[0.7187633,0.0194427,0.002806662,0.1916678,0.05308994,0.00009687838,0.0003082484,0.00007282032,0.01375164],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.006980931,"threshold_uncertainty_score":0.01153523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03946547417803815,"score_gpt":0.3039556304579902,"score_spread":0.264490156279952,"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."}}