{"id":"W2067947964","doi":"10.1097/pcc.0000000000000423","title":"Clinical Outcomes Associated With RBC Transfusions in Critically Ill Children","year":2015,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Blood transfusion and management","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Odds ratio; Confounding; Prospective cohort study; Observational study; Critically ill; Pediatrics; Blood transfusion; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009975374,0.0003354848,0.001035568,0.0003680068,0.00007076476,0.00001332055,0.0001786248,0.0002552691,0.0004112338],"category_scores_gemma":[0.01240509,0.0002252437,0.0001766801,0.0008322813,0.0004729551,0.0000791098,0.00005242377,0.0008261894,0.00004194012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001192874,"about_ca_system_score_gemma":0.0002804171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003039374,"about_ca_topic_score_gemma":0.0004396469,"domain_scores_codex":[0.9964401,0.0002135855,0.0009429132,0.0006276444,0.001135466,0.0006402886],"domain_scores_gemma":[0.9958304,0.001057931,0.00003779739,0.0004382353,0.001467437,0.001168205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002177623,0.0009815168,0.9894173,0.0001179421,0.00006373971,0.0005007629,0.0007638596,8.655457e-7,0.000001682896,0.001364161,0.003255015,0.003315428],"study_design_scores_gemma":[0.01399077,0.00273589,0.9767269,0.0001485974,0.001813851,0.00004959767,0.002848928,0.000020624,0.00000157828,0.0001919313,0.001175982,0.0002953419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9097502,0.001911155,0.001781684,0.06634296,0.0008653333,0.001362087,0.00003743376,0.0003210448,0.01762808],"genre_scores_gemma":[0.9853858,0.0003079535,0.0008196178,0.0123118,0.0007688519,0.00004930061,0.00009813694,0.00004915834,0.000209429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07563553,"threshold_uncertainty_score":0.9959139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04171122505879419,"score_gpt":0.367394566458936,"score_spread":0.3256833414001418,"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."}}