{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00103176,0.0003828786,0.0005313169,0.001032235,0.0003931964,0.0007871257,0.000381351,0.0005232924,0.0006193119],"category_scores_gemma":[0.01215022,0.0002700221,0.000503726,0.001595881,0.0004948817,0.0007030301,0.000595173,0.001215594,0.00007042121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007177654,"about_ca_system_score_gemma":0.0007720565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002066157,"about_ca_topic_score_gemma":0.002118326,"domain_scores_codex":[0.9982074,0.0005322284,0.000283306,0.0001802844,0.0005355673,0.0002610956],"domain_scores_gemma":[0.9855393,0.002283322,0.01047636,0.0001443812,0.0005582243,0.0009984048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001110152,0.00001997568,0.9988329,0.00002109665,0.00002180635,0.0002084637,0.00003544232,0.00003649763,0.00004907252,0.000009094558,0.00003446075,0.0006201908],"study_design_scores_gemma":[0.000007183135,0.0002051937,0.9983345,0.00001813873,0.0000197531,0.001076403,0.0001109445,0.0001119286,0.00005078193,0.0000106301,0.00005041558,0.000004116344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989379,0.0006910804,0.00006446159,0.00005627219,0.000007008107,0.00001010899,0.0001174075,0.000002215988,0.0001136404],"genre_scores_gemma":[0.9992442,0.0003140594,0.0001379918,0.00001673297,0.00002444317,0.00001148881,0.0002325427,0.00000132037,0.00001720145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002066157,"threshold_uncertainty_score":0.005456507,"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."}}