{"id":"W2918012568","doi":"10.1111/apt.15158","title":"Outcomes following restrictive or liberal red blood cell transfusion in patients with lower gastrointestinal bleeding","year":2019,"lang":"en","type":"article","venue":"Alimentary Pharmacology & Therapeutics","topic":"Blood transfusion and management","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McGill University","funders":"","keywords":"Medicine; Confounding; Odds ratio; Blood transfusion; Logistic regression; Internal medicine; Gastrointestinal bleeding; Upper gastrointestinal bleeding; Packed red blood cells; Surgery; 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":[0.001943434,0.0002021906,0.0005349597,0.0005229725,0.000244948,0.0008329105,0.0003237539,0.0003677834,0.0008987247],"category_scores_gemma":[0.009635468,0.0001463895,0.0006463194,0.0009769715,0.0004312223,0.0004422094,0.0005780441,0.0009508246,0.0000875813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008139403,"about_ca_system_score_gemma":0.0007066941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002233604,"about_ca_topic_score_gemma":0.003108565,"domain_scores_codex":[0.9986436,0.0005636758,0.0001878312,0.0001522433,0.0002327968,0.0002198656],"domain_scores_gemma":[0.9920644,0.002017559,0.004688207,0.0001959507,0.0003811254,0.0006526823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008084297,0.00003031961,0.9970892,0.00004608275,0.00008241765,0.0001230844,0.00006715341,0.00007887188,0.00004169977,0.00001834714,0.00008952299,0.001524821],"study_design_scores_gemma":[0.00003934113,0.0005052309,0.9983373,0.00003787479,0.00009169079,0.000354381,0.0002227382,0.0002128251,0.00005015264,0.00006698607,0.00007529336,0.000006183721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992108,0.0004033413,0.00003345922,0.00008926687,0.000005943431,0.000006981547,0.0001035272,0.000001153427,0.0001454603],"genre_scores_gemma":[0.9996108,0.0001123337,0.00002850309,0.00003326271,0.000008591592,0.000005234294,0.0001831284,5.312949e-7,0.00001761559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002233604,"threshold_uncertainty_score":0.01027799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01218732973480251,"score_gpt":0.2650703280009172,"score_spread":0.2528829982661147,"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."}}