{"id":"W4365512108","doi":"10.1053/j.gastro.2023.04.005","title":"Over-the-Scope Clips in the Initial Endoscopic Treatment of Nonvariceal Upper Gastrointestinal Bleeding: Ready for Prime Time?","year":2023,"lang":"en","type":"letter","venue":"Gastroenterology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"CLIPS; Medicine; Upper gastrointestinal bleeding; Scope (computer science); Endoscopic treatment; Prime time; General surgery; Internal medicine; Gastroenterology; Endoscopy; Surgery; Computer science","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":[0.0009884547,0.0005601008,0.0008862828,0.0008116176,0.001876817,0.002003501,0.001024102,0.02432598,0.004504273],"category_scores_gemma":[0.008520643,0.0005122594,0.001088923,0.0006978618,0.001499764,0.002398674,0.0006440701,0.01542877,0.002381862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002902414,"about_ca_system_score_gemma":0.002428558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004562043,"about_ca_topic_score_gemma":0.00928288,"domain_scores_codex":[0.999047,0.0002739555,0.0001313575,0.00009374727,0.0002472504,0.0002066905],"domain_scores_gemma":[0.99766,0.001022118,0.0001921978,0.00006694344,0.0002702342,0.0007884906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000416588,0.0002076895,0.01092961,0.0001810462,0.00006478553,0.1896154,0.0003353977,0.000521908,0.0009472447,0.004877265,0.7618977,0.03000538],"study_design_scores_gemma":[0.0005492574,0.0007090286,0.01687698,0.001304483,0.0001515022,0.2767268,0.002125868,0.003315092,0.001209673,0.02002362,0.6768075,0.0002002459],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007989728,0.00814925,0.0004485194,0.9464189,0.01658853,0.00002715603,0.00006199524,0.00005553642,0.02026036],"genre_scores_gemma":[0.1041906,0.01289411,0.001810542,0.674173,0.1909449,0.00005440527,0.000140864,0.00008886962,0.01570277],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02432598,"threshold_uncertainty_score":0.02105862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06326696212919572,"score_gpt":0.3297550581747865,"score_spread":0.2664880960455908,"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."}}