{"id":"W4308304607","doi":"10.1097/01.pcc.0000899912.35010.bc","title":"OP058 [Extracorporeal Support » ECMO]: RESTRICTIVE VS. STANDARD TRANSFUSION STRATEGY FOR PEDIATRIC CARDIAC EXTRACORPOREAL LIFE SUPPORT PATIENTS: SINGLE CENTER RETROSPECTIVE COHORT STUDY","year":2022,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Extracorporeal; Extracorporeal membrane oxygenation; Life support; Single Center; Retrospective cohort study; Cohort; Intensive care medicine; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000763596,0.0002105544,0.0005158755,0.0003981825,0.0003268135,0.0006884575,0.0005186306,0.0005435103,0.003357944],"category_scores_gemma":[0.002654756,0.0002459611,0.000844374,0.0007024602,0.0002456366,0.0006794931,0.0004093977,0.0007168436,0.0002651919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003824653,"about_ca_system_score_gemma":0.0004815003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002100898,"about_ca_topic_score_gemma":0.002386869,"domain_scores_codex":[0.9994234,0.0000853827,0.0001009929,0.0001805906,0.0001139464,0.00009578892],"domain_scores_gemma":[0.9991404,0.0002175171,0.0004014492,0.00008821452,0.00006497865,0.00008745593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007303236,0.0002082119,0.9773021,0.0002121588,0.0006815159,0.0003198752,0.000128995,0.0001307106,0.0003256536,0.0002162024,0.002076124,0.01109523],"study_design_scores_gemma":[0.0007856733,0.00155115,0.990721,0.0002523061,0.0008762224,0.001550249,0.0004200536,0.000584549,0.0002293547,0.0003435063,0.00263662,0.00004917031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939125,0.002311616,0.0001937665,0.0001186186,0.00004475891,0.00008040093,0.002554124,0.000004245542,0.0007800124],"genre_scores_gemma":[0.9943633,0.00104963,0.0002948413,0.0001388207,0.00009644474,0.0001593939,0.003495056,0.000009718786,0.0003926556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003357944,"threshold_uncertainty_score":0.01123345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01845599691093457,"score_gpt":0.269985025111896,"score_spread":0.2515290282009614,"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."}}