{"id":"W2415516704","doi":"","title":"Overview of transfusion practices in perioperative and critical care.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Blood transfusion and management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Health and Long Term Care; University of Ottawa","funders":"","keywords":"Intensive care medicine; Medicine; Perioperative; Red Blood Cell Transfusion; Anemia; Blood transfusion; Blood management; Red blood cell; Clinical trial; Surgery; Immunology; 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":[0.001588268,0.0004762892,0.0005223722,0.008265416,0.0003672811,0.001116579,0.000673887,0.0006773463,0.006565854],"category_scores_gemma":[0.004569292,0.0002149259,0.0005304347,0.008033006,0.0002018042,0.001429432,0.000501779,0.0007044563,0.00147297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009309634,"about_ca_system_score_gemma":0.002400607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006367114,"about_ca_topic_score_gemma":0.01558751,"domain_scores_codex":[0.9984049,0.0004484835,0.0005539152,0.0001352845,0.0003732227,0.00008420988],"domain_scores_gemma":[0.9944031,0.002706928,0.0009978132,0.0001030838,0.001458508,0.0003304879],"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":[0.0002168784,0.0001255176,0.02181715,0.007207472,0.0001468227,0.0003871945,0.000554612,0.0003383346,0.0005644906,0.001825667,0.08233742,0.8844785],"study_design_scores_gemma":[0.00005792724,0.0005268584,0.1902474,0.0210313,0.0005072755,0.009317755,0.002139902,0.0007025945,0.0007171779,0.002635367,0.7720353,0.00008126648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0164566,0.9375358,0.003397165,0.01126634,0.001727995,0.0001836618,0.003687257,0.0002371536,0.025508],"genre_scores_gemma":[0.03148799,0.9503909,0.007296039,0.002064321,0.001103923,0.0001495604,0.003590296,0.00002634867,0.003890724],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008265416,"threshold_uncertainty_score":0.02196491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07717690162709348,"score_gpt":0.3395470996781904,"score_spread":0.2623701980510968,"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."}}