{"id":"W4405916572","doi":"10.1111/trf.18119","title":"Use of automated isovolemic hemodilution red‐cell exchange in patients with sickle cell disease: A Canadian single center experience","year":2024,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood groups and transfusion","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital; University of Calgary","funders":"Canadian Hematology Society","keywords":"Medicine; Exchange transfusion; Single Center; Red Cell; Sickle cell anemia; Disease; Anesthesia; Surgery; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008905457,0.0004553163,0.0004179767,0.0003229201,0.002738335,0.0008349475,0.0008650932,0.0005214685,0.001340024],"category_scores_gemma":[0.002143738,0.0002131197,0.0003974519,0.0009641272,0.000698988,0.0002604307,0.000579951,0.0006325093,0.0001488541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01366773,"about_ca_system_score_gemma":0.0204666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7822466,"about_ca_topic_score_gemma":0.892619,"domain_scores_codex":[0.9989945,0.0001613429,0.00005299379,0.000120189,0.0004012723,0.0002695582],"domain_scores_gemma":[0.9981071,0.000162226,0.0002129163,0.00005354662,0.0006365216,0.0008277679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002779189,0.004650564,0.7999343,0.0004828814,0.0002409405,0.006499222,0.01098467,0.00128905,0.005209954,0.0005094549,0.007125687,0.1602941],"study_design_scores_gemma":[0.0004383744,0.006167046,0.9694377,0.0001766232,0.0001337409,0.005072773,0.005906651,0.001244819,0.00105807,0.00008216625,0.01017405,0.0001079471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960176,0.0008682938,0.0001827559,0.0004300705,0.0000271914,0.0001489822,0.0001064449,0.000008081637,0.002210538],"genre_scores_gemma":[0.9964729,0.001502727,0.0006906843,0.0003589098,0.0000246057,0.00003703876,0.0001980759,0.000006820866,0.0007081687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2177534,"threshold_uncertainty_score":0.4380715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01270231771550231,"score_gpt":0.2130430088989743,"score_spread":0.2003406911834719,"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."}}