{"id":"W2738485185","doi":"10.1111/tme.12446","title":"Advances in transfusion medicine: gastrointestinal bleeding","year":2017,"lang":"en","type":"review","venue":"Transfusion Medicine","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital; Western University","funders":"","keywords":"Medicine; Gastrointestinal bleeding; Fresh frozen plasma; Upper gastrointestinal bleeding; Transfusion medicine; Blood transfusion; Intensive care medicine; Platelet transfusion; Blood management; Gastrointestinal disease; Platelet; Surgery; Disease; Internal medicine; Endoscopy","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":[0.0008677094,0.0009478579,0.001536214,0.003196043,0.0003723227,0.001583248,0.0006844443,0.001250878,0.007298019],"category_scores_gemma":[0.003163061,0.0002878126,0.001058903,0.00356999,0.0006276363,0.0016602,0.0008721265,0.002418033,0.001943112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009911555,"about_ca_system_score_gemma":0.002484094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001967283,"about_ca_topic_score_gemma":0.00277881,"domain_scores_codex":[0.9994426,0.0001267956,0.0001291049,0.0000744477,0.0001901995,0.00003676725],"domain_scores_gemma":[0.9980696,0.00117586,0.0002728181,0.0000516798,0.0003612426,0.000068904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007279081,0.00005751186,0.0003505046,0.0828209,0.0003209462,0.000204824,0.0001798493,0.0002195639,0.0005331468,0.00530703,0.0623092,0.8476237],"study_design_scores_gemma":[0.0000200379,0.00004977917,0.001137391,0.03359162,0.0004010606,0.001620076,0.0001150222,0.00005924833,0.0001405874,0.002983285,0.9598629,0.00001893087],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004772714,0.9984296,0.00005458184,0.000447102,0.0003196297,0.00000348494,0.00001437241,0.000004843887,0.0006786455],"genre_scores_gemma":[0.0004792043,0.9986063,0.0001154092,0.0002996031,0.0002796619,0.000003627321,0.00002002186,0.000001188776,0.000195115],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007298019,"threshold_uncertainty_score":0.0244143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.113394685631788,"score_gpt":0.4107266386743956,"score_spread":0.2973319530426077,"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."}}