{"id":"W4284992175","doi":"10.1002/9781119719809.ch29","title":"Anemia and red blood cell transfusion","year":2022,"lang":"en","type":"other","venue":"","topic":"Blood transfusion and management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Manitoba","funders":"","keywords":"Anemia; Medicine; Intensive care medicine; Microcirculation; Hemoglobin; Red Blood Cell Transfusion; Blood transfusion; Red blood cell; Oxygen delivery; Clinical trial; Disease; 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":[0.001169645,0.000264388,0.0004896629,0.0009555134,0.0003360366,0.00156909,0.000362885,0.001034644,0.01230212],"category_scores_gemma":[0.006917688,0.000118526,0.0005892357,0.001501114,0.0005546321,0.0007997314,0.0008001575,0.001169183,0.001804938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008432713,"about_ca_system_score_gemma":0.001947521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003428613,"about_ca_topic_score_gemma":0.00347932,"domain_scores_codex":[0.9986848,0.0005230363,0.0001694012,0.00009022157,0.0004687088,0.00006377711],"domain_scores_gemma":[0.9974909,0.001544427,0.0005096587,0.0000430133,0.0003114498,0.0001005809],"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":[0.0003441177,0.00007766619,0.002418919,0.01857598,0.0002582548,0.0003276816,0.0002884081,0.0001727757,0.0002699777,0.02343142,0.155387,0.7984478],"study_design_scores_gemma":[0.00004893325,0.0001001538,0.005395517,0.02328355,0.0002755091,0.001803775,0.0001727115,0.00006849462,0.0002818741,0.008547791,0.9600039,0.0000177422],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0009473005,0.965436,0.0003107339,0.007941728,0.001008053,0.00002214921,0.0001876328,0.0000163366,0.02413015],"genre_scores_gemma":[0.01378556,0.9679323,0.001113675,0.005932567,0.001958656,0.00005591889,0.0002637911,0.00001588188,0.008941646],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01230212,"threshold_uncertainty_score":0.04115474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006437989144161612,"score_gpt":0.2110973209766424,"score_spread":0.2046593318324808,"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."}}