{"id":"W2104263058","doi":"10.1016/s0749-0704(03)00113-1","title":"Transfusion in pediatrics","year":2004,"lang":"en","type":"review","venue":"Critical Care Clinics","topic":"Blood transfusion and management","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Anemia; Pediatrics; Critically ill; Bleed; Pediatric intensive care unit; Blood transfusion; Red Blood Cell Transfusion; Intensive care; Prospective cohort study; Intensive care unit; Population; Intensive care medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002670288,0.0003689092,0.001753274,0.0003089998,0.00004328352,0.00002170167,0.0001630229,0.0007305084,0.0002163149],"category_scores_gemma":[0.0005828066,0.0003063075,0.0008319418,0.0005208518,0.0001048958,0.00002980434,0.0000557145,0.001232298,0.0001956023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000221386,"about_ca_system_score_gemma":0.0007191684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001080703,"about_ca_topic_score_gemma":0.0000253221,"domain_scores_codex":[0.997552,0.00009794844,0.001005352,0.0005783922,0.0003809498,0.0003853182],"domain_scores_gemma":[0.9985709,0.0004690893,0.00004193762,0.0004788807,0.0001395238,0.0002996241],"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":[0.00001179917,0.0002815214,0.00001415345,0.1586286,0.0000122663,0.0005162093,0.00009794732,1.048337e-7,5.848444e-9,0.002628128,0.00009714245,0.8377122],"study_design_scores_gemma":[0.001073325,0.0003035886,0.00001207625,0.01767403,0.003288105,0.00003907003,0.0001930583,5.519977e-7,7.873565e-8,0.000166651,0.9769616,0.0002879357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004095696,0.9919223,0.0002090984,0.0003660386,0.001005028,0.001288575,0.00004035397,0.00008690872,0.005077605],"genre_scores_gemma":[0.00007137161,0.9978938,0.0006508071,0.0005483168,0.0003741663,0.00007813512,0.000178888,0.0000742449,0.0001302556],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9768644,"threshold_uncertainty_score":0.9999389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08671270728612186,"score_gpt":0.4472255257330706,"score_spread":0.3605128184469487,"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."}}