{"id":"W4210967600","doi":"10.1007/978-1-4471-6416-6_19","title":"Transfusion Medicine","year":2014,"lang":"en","type":"book-chapter","venue":"Pediatric Critical Care Medicine","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"","keywords":"Medicine; Sepsis; Intensive care medicine; Anemia; Coagulopathy; Mechanical ventilation; Critically ill; Inotrope; Platelet transfusion; Platelet; Blood transfusion; Pediatrics; Anesthesia; 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":[0.0005078717,0.000724919,0.0003815788,0.001239686,0.001209296,0.002541794,0.0006143291,0.001248873,0.1374778],"category_scores_gemma":[0.001541544,0.0002937095,0.0002995786,0.00079936,0.0007511789,0.001935279,0.001801414,0.002995126,0.07258419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176219,"about_ca_system_score_gemma":0.001679313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001324973,"about_ca_topic_score_gemma":0.004273673,"domain_scores_codex":[0.9996367,0.00007212344,0.00001534973,0.00005258789,0.0001886086,0.00003464549],"domain_scores_gemma":[0.9996369,0.00008258419,0.00002064508,0.00004227702,0.0001451298,0.00007245838],"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":[0.000007421997,0.0000326538,0.0001262878,0.00009857886,0.000003646581,0.00008666348,0.0001928103,0.0001338415,0.0002951825,0.04472042,0.7593715,0.194931],"study_design_scores_gemma":[9.468001e-7,0.000002910343,0.00007150476,0.00008599536,0.000001054954,0.0001197873,0.00002697176,0.00003314831,0.00005049085,0.004548927,0.9950564,0.000001881459],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003726622,0.01982515,0.003277763,0.008286127,0.007273286,0.00004894931,0.0001031922,0.000197246,0.9606157],"genre_scores_gemma":[0.001730571,0.007717912,0.001357202,0.003500092,0.002003589,0.00002936994,0.00008309171,0.0000536083,0.9835246],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1374778,"threshold_uncertainty_score":0.459909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02445537048602939,"score_gpt":0.3010942019801291,"score_spread":0.2766388314940997,"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."}}