{"id":"W2504744736","doi":"10.1111/trf.13738","title":"Optimal transfusion practices after allogeneic hematopoietic cell transplantation: a systematic scoping review of evidence from randomized controlled trials","year":2016,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Randomized controlled trial; Intensive care medicine; Blood product; Erythropoietin; Transplantation; Platelet transfusion; Clinical trial; Blood transfusion; Placebo; Surgery; Internal medicine; Platelet","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":[0.04643254,0.002561011,0.01301908,0.01394617,0.001319638,0.005398841,0.00377297,0.003650757,0.005599183],"category_scores_gemma":[0.1606624,0.00185863,0.01412128,0.01306924,0.002010608,0.00423872,0.00262488,0.002323972,0.0004564108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007998358,"about_ca_system_score_gemma":0.02875782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0104379,"about_ca_topic_score_gemma":0.0240014,"domain_scores_codex":[0.9577836,0.01703957,0.01729087,0.002177692,0.005020545,0.0006876267],"domain_scores_gemma":[0.8751945,0.09433074,0.0197267,0.001896141,0.00816888,0.0006831101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002766492,0.00002157403,0.0005777997,0.9583328,0.01049927,0.00005220217,0.0002186531,0.0001590875,0.00008555208,0.0003144956,0.0009036015,0.02855821],"study_design_scores_gemma":[0.0003058006,0.0001250068,0.001134198,0.9376397,0.05329477,0.00008843592,0.0002086005,0.00009308139,0.0001355088,0.0003680165,0.006579557,0.00002742398],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001286432,0.9949786,0.0005237039,0.0006451794,0.000199974,0.001384223,0.0005380419,0.00001897733,0.0004248898],"genre_scores_gemma":[0.02442142,0.9674666,0.003082836,0.000940082,0.0001224139,0.003253859,0.0005681871,0.00001900737,0.0001256373],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04643254,"threshold_uncertainty_score":0.2455617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07182898954385626,"score_gpt":0.3530880007062078,"score_spread":0.2812590111623515,"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."}}