{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004571294,0.0003794206,0.001822244,0.0004553253,0.0003191078,0.0003535316,0.0003239095,0.0004149984,0.000988343],"category_scores_gemma":[0.0006026102,0.0001071681,0.0009276231,0.0002770749,0.0002626454,0.0003045166,0.0002627213,0.0009992413,0.000366725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001180007,"about_ca_system_score_gemma":0.0001926166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001452606,"about_ca_topic_score_gemma":0.000253531,"domain_scores_codex":[0.999739,0.00007575678,0.00002913801,0.00003891489,0.00006596096,0.0000513901],"domain_scores_gemma":[0.9998428,0.00004267333,0.00002194206,0.00003385127,0.00001140062,0.00004730716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03488556,0.004355453,0.01163183,0.001497776,0.00144112,0.03542047,0.0004589097,0.001239671,0.2393942,0.001824684,0.01013208,0.6577182],"study_design_scores_gemma":[0.01927394,0.146981,0.1780083,0.00104998,0.003487297,0.1684968,0.000818911,0.01675236,0.373712,0.003799114,0.08732542,0.0002949228],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9488057,0.02111523,0.01767709,0.001544173,0.0007293379,0.0003539537,0.0001972245,0.0004399947,0.009137353],"genre_scores_gemma":[0.9856293,0.004481342,0.006385494,0.0005427051,0.0003729422,0.00007085348,0.0002669933,0.00004826703,0.002202135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001822244,"threshold_uncertainty_score":0.003306329,"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."}}