{"id":"W2104456758","doi":"10.1111/j.1778-428x.2003.tb00172.x","title":"Should We Reconsider Recommendations for Red Blood Cell Transfusion?","year":2003,"lang":"en","type":"article","venue":"Transfusion Alternatives in Transfusion Medicine","topic":"Blood transfusion and management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Intensive care medicine; Adverse effect; Randomized controlled trial; Transfusion medicine; Clinical trial; Red Blood Cell Transfusion; Blood transfusion; Surgery; 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":[0.05611149,0.001607122,0.004599517,0.00371318,0.002300985,0.006816991,0.01020579,0.02604551,0.01257691],"category_scores_gemma":[0.2517051,0.001083325,0.00468451,0.003532262,0.00628191,0.01340848,0.002687608,0.03089087,0.01193218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00484917,"about_ca_system_score_gemma":0.01907938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01013994,"about_ca_topic_score_gemma":0.01396061,"domain_scores_codex":[0.9565054,0.02177193,0.01002567,0.002005516,0.008492775,0.001198701],"domain_scores_gemma":[0.7251025,0.1676156,0.01839877,0.007108193,0.06974672,0.01202814],"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":[0.0003841963,0.0001654131,0.0005092959,0.006756105,0.0004802765,0.0002126076,0.0003087584,0.000234711,0.000155702,0.007281537,0.8906909,0.09282046],"study_design_scores_gemma":[0.001078171,0.0001790833,0.001125474,0.04009719,0.0008145463,0.0003269046,0.000900166,0.0005741421,0.0001932045,0.05009079,0.9044226,0.0001977727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002916647,0.04420609,0.001248953,0.9081319,0.0435183,0.0001591907,0.0003073946,0.0001206494,0.002015834],"genre_scores_gemma":[0.004173953,0.05268724,0.01834442,0.8804106,0.03911402,0.0008022262,0.0006635589,0.0001482257,0.003655714],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05611149,"threshold_uncertainty_score":0.2967495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07427422378063633,"score_gpt":0.3465187029366468,"score_spread":0.2722444791560105,"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."}}