{"id":"W2921349086","doi":"10.1111/apt.15189","title":"Editorial: blood transfusion for lower gastrointestinal bleeding—authors’ reply","year":2019,"lang":"en","type":"editorial","venue":"Alimentary Pharmacology & Therapeutics","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Blood transfusion; Gastrointestinal bleeding; Intensive care medicine; General surgery; Gastroenterology; Internal medicine","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":[0.004081591,0.002235566,0.002472771,0.001960872,0.002601149,0.003662029,0.002846796,0.02029243,0.0108148],"category_scores_gemma":[0.02456104,0.0009264413,0.001782145,0.0008916457,0.002413224,0.003836859,0.0009902215,0.02481544,0.01263637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00238169,"about_ca_system_score_gemma":0.002344737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001426855,"about_ca_topic_score_gemma":0.002279737,"domain_scores_codex":[0.9969245,0.0006629731,0.0005252382,0.0004290264,0.001191261,0.000266974],"domain_scores_gemma":[0.989833,0.004157779,0.0006635326,0.0002709483,0.003773703,0.001301159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003480499,0.000009689369,0.00005236276,0.00008344292,0.00001356692,0.0002692926,0.00001398456,0.00001666393,0.00003637211,0.0001541612,0.9971603,0.002155273],"study_design_scores_gemma":[0.0001635012,0.00007038353,0.0006185661,0.0005618697,0.00009683968,0.002079284,0.000119116,0.0002554558,0.0003068132,0.00188487,0.9937937,0.00004968387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001437438,0.003257181,0.0001426203,0.2510659,0.7433815,0.00003016116,0.000100307,0.000112648,0.001765955],"genre_scores_gemma":[0.001452429,0.002644411,0.0001528967,0.2140446,0.7747741,0.00004110491,0.0000487815,0.00005307295,0.0067886],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02029243,"threshold_uncertainty_score":0.03617907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02023912319972888,"score_gpt":0.3229724676884592,"score_spread":0.3027333444887303,"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."}}