{"id":"W2036779375","doi":"10.1111/j.1778-428x.2003.tb00168.x","title":"Applications of Meta‐Analysis in Transfusion Medicine","year":2003,"lang":"en","type":"article","venue":"Transfusion Alternatives in Transfusion Medicine","topic":"Blood transfusion and management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Ottawa","funders":"","keywords":"Medicine; Meta-analysis; Systematic review; MEDLINE; Management science; Medical literature; Statistical analysis; Intervention (counseling); Pathology; Psychiatry; Statistics; Engineering","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2270305,0.005257402,0.01739669,0.02276674,0.001491725,0.006734689,0.004462161,0.006239843,0.006951135],"category_scores_gemma":[0.557621,0.002945726,0.0197884,0.01764123,0.002726779,0.004634977,0.007143855,0.007913428,0.0007349236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005546905,"about_ca_system_score_gemma":0.01008766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004496732,"about_ca_topic_score_gemma":0.004666044,"domain_scores_codex":[0.504433,0.464587,0.01340197,0.005215566,0.01180935,0.0005529769],"domain_scores_gemma":[0.3994189,0.5721531,0.009445379,0.01129467,0.006898147,0.0007897553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00262151,0.0001783345,0.009022683,0.1347669,0.3120094,0.001351642,0.001313179,0.0436792,0.0005637616,0.07681848,0.03635667,0.3813182],"study_design_scores_gemma":[0.003164918,0.001323439,0.00711754,0.05806113,0.1488045,0.001074701,0.0009842304,0.08373979,0.001086823,0.610647,0.08322061,0.0007754602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003127389,0.6093521,0.3413267,0.02818814,0.007747171,0.002821686,0.001450303,0.001337784,0.004648626],"genre_scores_gemma":[0.1246278,0.2569252,0.5896022,0.009195242,0.00623345,0.01080398,0.0006475473,0.0005530726,0.001411437],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2270305,"threshold_uncertainty_score":0.953209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04079530039954625,"score_gpt":0.3381396981402516,"score_spread":0.2973443977407054,"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."}}