{"id":"W187314932","doi":"10.1155/2014/759436","title":"Safety and Efficacy of Hemospray<sup>®</sup>in Upper Gastrointestinal Bleeding","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology and Hepatology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Upper gastrointestinal bleeding; Surgery; Lesion; Perforation; Hemostasis; Peptic; Retrospective cohort study; Bleed; Duodenum; Stomach; Adverse effect; Endoscopy; Internal medicine; Peptic ulcer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004716502,0.000184766,0.0007711182,0.0004482251,0.00006784819,0.000008918602,0.00008256704,0.00007793342,0.00006001392],"category_scores_gemma":[0.0004253896,0.0001597806,0.00009103876,0.00007432295,0.0004439774,0.00005849468,0.00002266318,0.0003814991,0.000001563383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007515319,"about_ca_system_score_gemma":0.0001961884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007825213,"about_ca_topic_score_gemma":0.003101037,"domain_scores_codex":[0.9984825,0.0001159007,0.000616229,0.0002106453,0.00008044468,0.0004942367],"domain_scores_gemma":[0.9986247,0.0002405979,0.0002518538,0.0001117577,0.0001465924,0.0006244294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001331265,0.00008477063,0.9959357,0.00004253608,0.00006352185,0.0005127511,0.0001588852,0.00003597767,0.00007634218,0.0005519381,0.0001412434,0.001065008],"study_design_scores_gemma":[0.005632836,0.007835028,0.9447177,0.0004773503,0.0001734752,0.03963088,0.0001536066,0.0006503431,0.0000284223,0.000125663,0.000513105,0.00006161479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938506,0.0002562023,0.0004137738,0.005126557,0.00006573433,0.0001049619,0.000006160518,0.000003537105,0.0001724164],"genre_scores_gemma":[0.9940127,0.00006798198,0.005252913,0.0005613163,0.0000752667,0.000001474849,0.000003519615,0.00001328939,0.00001154012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05121808,"threshold_uncertainty_score":0.6515663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01110484502002195,"score_gpt":0.2335207971279757,"score_spread":0.2224159521079537,"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."}}