{"id":"W2898317885","doi":"10.1016/j.gie.2018.10.029","title":"Successful hemostasis of active lower GI bleeding using a hemostatic powder as monotherapy, combination therapy, or rescue therapy","year":2018,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton; McGill University; Royal Alexandra Hospital; Hotel Dieu Hospital","funders":"Cook Medical","keywords":"Medicine; Hemostasis; Adverse effect; Surgery; Hemostatics; Clinical endpoint; Major bleeding; Internal medicine; Randomized controlled trial; Atrial fibrillation","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":[0.0003731701,0.0005733469,0.0008021411,0.0003559945,0.0002438113,0.00007127038,0.0002417535,0.00007385961,0.001153372],"category_scores_gemma":[0.0005771182,0.0004313329,0.0002664532,0.0006802373,0.000476132,0.0002815642,0.00006631543,0.0003148142,0.00005320144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003075434,"about_ca_system_score_gemma":0.0004068855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001190537,"about_ca_topic_score_gemma":0.00002791313,"domain_scores_codex":[0.997,0.0001328195,0.0007263193,0.0006860523,0.0007038772,0.0007508792],"domain_scores_gemma":[0.9972515,0.0005597139,0.0004420429,0.0004959157,0.0009377543,0.0003131406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.03786713,0.005166275,0.2349595,0.0001341076,0.0006114295,0.0005808767,0.001397991,0.00003867444,0.6930029,0.0003806758,0.0006798358,0.0251806],"study_design_scores_gemma":[0.03905937,0.08617298,0.07623152,0.007474119,0.0004953559,0.02119868,0.003552844,0.003563612,0.7593705,0.001060347,0.0006796652,0.00114102],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940072,0.0001647044,0.001963732,0.001325445,0.0002064366,0.001128808,0.00002846231,0.0001423274,0.00103287],"genre_scores_gemma":[0.9148839,0.000151909,0.08365979,0.0006777322,0.0002157149,0.0000603719,0.00002623264,0.0001085672,0.0002158262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1587279,"threshold_uncertainty_score":0.9998139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05093999496551104,"score_gpt":0.3385057718777859,"score_spread":0.2875657769122748,"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."}}