{"id":"W2922010758","doi":"10.1182/blood-2018-99-120186","title":"Small-Volume Tubes to Reduce Transufusion (STRATUS): A Pilot Study","year":2018,"lang":"en","type":"article","venue":"Blood","topic":"Blood transfusion and management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Vacutainer; Blood volume; Intensive care unit; Blood transfusion; Hematocrit; Anemia; Surgery; Emergency medicine; Intensive care medicine; Anesthesia; 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":[0.005084495,0.001405914,0.001592362,0.0006053442,0.0009839648,0.0008277352,0.001487303,0.001860023,0.003777613],"category_scores_gemma":[0.005302445,0.0006722808,0.001555501,0.0006389271,0.002229513,0.0009718942,0.0008197887,0.001762089,0.0004215678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002360366,"about_ca_system_score_gemma":0.005157964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01002182,"about_ca_topic_score_gemma":0.01185782,"domain_scores_codex":[0.9957305,0.002743461,0.0002063608,0.0004041636,0.0003850727,0.000530454],"domain_scores_gemma":[0.9949003,0.002095394,0.0008145598,0.0003989509,0.000462072,0.00132881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4549321,0.4862395,0.007824669,0.001048213,0.0004918728,0.000240566,0.0009490943,0.0005473829,0.008014126,0.0002353744,0.0007055398,0.03877158],"study_design_scores_gemma":[0.1201102,0.8688532,0.009200595,0.00002652651,0.000205179,0.00002904412,0.0001741976,0.0002732449,0.0007114606,0.00005384859,0.0003430715,0.00001949056],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947693,0.0001295676,0.0002296097,0.0001120084,0.00004601409,0.004311331,0.0001217471,0.00001511734,0.0002653181],"genre_scores_gemma":[0.9892417,0.0003308749,0.002500429,0.0003955343,0.0001474552,0.006527195,0.000203407,0.000007597667,0.0006459018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01002182,"threshold_uncertainty_score":0.02688974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04480621824583891,"score_gpt":0.2805911449434165,"score_spread":0.2357849266975776,"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."}}