{"id":"W2048585862","doi":"10.1097/mop.0000000000000221","title":"Red blood cell transfusion decision making in critically ill children","year":2015,"lang":"en","type":"review","venue":"Current Opinion in Pediatrics","topic":"Blood transfusion and management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Septic shock; Critically ill; Sepsis; Hemoglobin; Red Blood Cell Transfusion; Shock (circulatory); Anemia; Blood transfusion; Upper gastrointestinal bleeding; Red blood cell; Intensive care medicine; Pediatrics; Internal medicine; Endoscopy","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":[0.001142576,0.0005964564,0.001442873,0.001500784,0.000275106,0.001280267,0.001134245,0.001224268,0.003095275],"category_scores_gemma":[0.008190915,0.0002450321,0.0008614431,0.001460624,0.000493793,0.001063071,0.0006091488,0.001666529,0.0005514391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008427214,"about_ca_system_score_gemma":0.00229023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002162226,"about_ca_topic_score_gemma":0.002527786,"domain_scores_codex":[0.9992212,0.0002608585,0.0001851265,0.00008798236,0.0001980259,0.00004683531],"domain_scores_gemma":[0.9977932,0.001421363,0.0004487215,0.00001968383,0.0002318317,0.0000852119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001600296,0.0000542897,0.0022084,0.0438326,0.0004155965,0.0006389409,0.0001958711,0.0006266687,0.000171027,0.003091913,0.044408,0.9041967],"study_design_scores_gemma":[0.0002160095,0.0002400544,0.01349377,0.1804328,0.00185243,0.0141694,0.0008684616,0.0008597999,0.0005431085,0.007843884,0.7793666,0.0001137356],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001942003,0.998603,0.00007241582,0.0005462554,0.0001575984,0.000004582398,0.00001347209,0.000002407155,0.0004061023],"genre_scores_gemma":[0.002455212,0.9964958,0.0002261175,0.0003426012,0.0003496578,0.000008965732,0.00003387568,0.000001272299,0.0000865668],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003095275,"threshold_uncertainty_score":0.0103547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06807161153265075,"score_gpt":0.3892836394387302,"score_spread":0.3212120279060794,"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."}}