{"id":"W2887709695","doi":"10.1111/tme.12505","title":"Best practice in critical care: anaemia in acute and critical illness","year":2018,"lang":"en","type":"review","venue":"Transfusion Medicine","topic":"Blood transfusion and management","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Critical illness; Intensive care medicine; Sepsis; Intensive care unit; Disease; Population; Red Blood Cell Transfusion; Pathophysiology; Blood transfusion; Critically ill; Pediatrics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001117874,0.0006829137,0.002949856,0.001015289,0.0001057473,0.00002057651,0.0002151535,0.0006938259,0.0006816614],"category_scores_gemma":[0.001870283,0.0005012848,0.0002062931,0.001118945,0.0009140994,0.0002081093,0.00007222246,0.001503597,0.00006749824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001719361,"about_ca_system_score_gemma":0.000282554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006687222,"about_ca_topic_score_gemma":0.000626032,"domain_scores_codex":[0.9954738,0.0004652705,0.001453429,0.001098803,0.0008510992,0.0006575919],"domain_scores_gemma":[0.9969041,0.001631717,0.00007691928,0.0006277905,0.0002399497,0.0005195329],"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":[0.0003110515,0.0008352527,0.00002214772,0.05400733,0.0001167867,0.004175726,0.003184843,1.966109e-8,0.000008038045,0.002430762,0.001022939,0.9338851],"study_design_scores_gemma":[0.004000837,0.001725215,0.0000383009,0.06099963,0.006688153,0.0009729845,0.002623489,0.000004559324,0.000002596421,0.00005245756,0.9224066,0.0004851755],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001074353,0.9739648,0.0002592781,0.01388593,0.0008934056,0.00216096,0.00002096519,0.00006582497,0.008641395],"genre_scores_gemma":[0.0004369369,0.995892,0.0007446524,0.001830866,0.0004978315,0.0002061365,0.0001004293,0.00009498334,0.0001961917],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9333999,"threshold_uncertainty_score":0.9997439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0518896263063067,"score_gpt":0.432512334193544,"score_spread":0.3806227078872373,"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."}}