{"id":"W3093840838","doi":"10.1111/trf.16103","title":"Mind the evidence gap: The need for trials in the prevention and management of perioperative anemia in noncardiac surgery","year":2020,"lang":"en","type":"letter","venue":"Transfusion","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Perioperative; Medicine; Anemia; Intensive care medicine; MEDLINE; Clinical trial; General surgery; Surgery; Psychiatry; Internal medicine; Political science","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":[0.03026482,0.0009670237,0.003326111,0.00220879,0.003865089,0.007357052,0.003695998,0.05259633,0.008244297],"category_scores_gemma":[0.1733761,0.00095809,0.002040011,0.001821908,0.005663379,0.01069696,0.002951594,0.04700169,0.005224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005740612,"about_ca_system_score_gemma":0.01129878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004131431,"about_ca_topic_score_gemma":0.007215395,"domain_scores_codex":[0.9774292,0.01183099,0.004531651,0.00130335,0.004223891,0.0006808733],"domain_scores_gemma":[0.7322732,0.2152039,0.0132565,0.003658081,0.02178939,0.01381891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002335764,0.0001014337,0.001004511,0.0007531373,0.0001434397,0.0005801032,0.0001401236,0.00008380019,0.0001274104,0.003868509,0.9605305,0.0324334],"study_design_scores_gemma":[0.00124479,0.0002764043,0.002758686,0.006855268,0.0003993195,0.001591996,0.0009597882,0.0006604679,0.0002578719,0.05988446,0.9249315,0.000179416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0000920417,0.003405544,0.00006406884,0.9846218,0.01123551,0.000006433637,0.00003195077,0.000008648031,0.0005340289],"genre_scores_gemma":[0.001980895,0.004035899,0.0006216185,0.9176358,0.07500949,0.00003602929,0.00003377461,0.00001734987,0.0006290986],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05259633,"threshold_uncertainty_score":0.1600575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1104500358603017,"score_gpt":0.344613464580499,"score_spread":0.2341634287201973,"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."}}