{"id":"W2091614094","doi":"10.1093/intqhc/12.1.11","title":"Evaluation of the red blood cell and plasma transfusion guidelines","year":2000,"lang":"en","type":"article","venue":"International Journal for Quality in Health Care","topic":"Blood transfusion and management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Red Blood Cell Transfusion; Red blood cell; Blood transfusion; Intensive care medicine; Medical emergency; Immunology","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":[0.07092346,0.000289881,0.0005345785,0.001378439,0.001318272,0.002273624,0.001380628,0.001562151,0.001549465],"category_scores_gemma":[0.1897483,0.0003840438,0.0004324816,0.001317209,0.0009820674,0.001869084,0.001897426,0.001559257,0.000258797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006472566,"about_ca_system_score_gemma":0.02026105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00797678,"about_ca_topic_score_gemma":0.01958596,"domain_scores_codex":[0.9332885,0.04269126,0.005732849,0.001061642,0.01529531,0.001930445],"domain_scores_gemma":[0.808337,0.103513,0.02116477,0.003097586,0.05623831,0.007649394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007968252,0.003003404,0.1957668,0.006628299,0.0001439554,0.00108791,0.1394006,0.00093805,0.002880412,0.002227816,0.03587894,0.611247],"study_design_scores_gemma":[0.0006499359,0.007683706,0.5772948,0.01440608,0.0003723877,0.001182177,0.2335689,0.003607638,0.007128353,0.002222032,0.1515437,0.0003401747],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540652,0.002821785,0.003679608,0.017713,0.0004014171,0.004496885,0.0004443825,0.0001130478,0.01626469],"genre_scores_gemma":[0.9621392,0.001559311,0.02939493,0.002472526,0.00006887846,0.00198389,0.0002569906,0.00002205499,0.002102104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07092346,"threshold_uncertainty_score":0.3750836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1095682661490696,"score_gpt":0.458615465730902,"score_spread":0.3490471995818323,"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."}}