{"id":"W2790803179","doi":"10.1093/jcag/gwy008.232","title":"A231 A RANDOMIZED CLINICAL TRIAL TO DETERMINE THE EFFICACY OF THE BIOVAC DIRECT SUCTION DEVICE DURING UPPER GASTROINTESTINAL BLEEDING: A FEASIBILITY ANALYSIS","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Suction; Randomized controlled trial; Endoscopy; Surgery; Blood transfusion; Placebo","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":[0.004526764,0.001817384,0.003889064,0.0006578495,0.0003906052,0.001533077,0.001167488,0.002792771,0.01323878],"category_scores_gemma":[0.006025132,0.0006850104,0.002919601,0.0007440516,0.0009565221,0.0011569,0.0004994815,0.002180683,0.001635315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007877519,"about_ca_system_score_gemma":0.002061013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006376411,"about_ca_topic_score_gemma":0.0009439789,"domain_scores_codex":[0.9949906,0.003878847,0.0002331251,0.000381873,0.0002851496,0.0002304583],"domain_scores_gemma":[0.9955471,0.002305055,0.0008656063,0.0002755622,0.0003594736,0.0006471765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9839861,0.003311888,0.0003470774,0.001013353,0.001774852,0.00006312813,0.00002105912,0.0002004554,0.001553241,0.0001328484,0.0006026412,0.006993247],"study_design_scores_gemma":[0.8586028,0.1368615,0.001451927,0.00008042529,0.001054801,0.00003415487,0.00002450796,0.0005144551,0.0002851702,0.0002311714,0.0008358501,0.00002336123],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9472369,0.01699169,0.002474587,0.001606153,0.001550756,0.02108821,0.003328324,0.0002655233,0.005457814],"genre_scores_gemma":[0.9635236,0.004047817,0.004590512,0.002129602,0.001043466,0.01935362,0.001534777,0.0000392089,0.003737397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01323878,"threshold_uncertainty_score":0.04428816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03705621352879521,"score_gpt":0.3211056309605213,"score_spread":0.2840494174317261,"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."}}