{"id":"W2418999457","doi":"10.1111/trf.13661","title":"Impact of cord blood banking technologies on clinical outcome: a Eurocord/Cord Blood Committee (CTIWP), European Society for Blood and Marrow Transplantation and NetCord retrospective analysis","year":2016,"lang":"en","type":"article","venue":"Transfusion","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"National Institute for Health and Care Research","keywords":"Cord blood; Medicine; Transplantation; Cumulative incidence; Hematopoietic stem cell transplantation; Internal medicine; Surgery; Oncology","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":[0.003242809,0.0003242884,0.0005336676,0.002133394,0.0002637958,0.0008383228,0.0003642762,0.000345897,0.001283712],"category_scores_gemma":[0.003776194,0.0002124644,0.0005896574,0.00342911,0.0003197104,0.0003221016,0.0005976315,0.0003984888,0.0002404128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006549322,"about_ca_system_score_gemma":0.0007314466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002344052,"about_ca_topic_score_gemma":0.001687067,"domain_scores_codex":[0.9974409,0.0007618944,0.0005420398,0.000442816,0.0005723706,0.0002398017],"domain_scores_gemma":[0.9931613,0.001559849,0.002784279,0.0007693098,0.001065547,0.0006597107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004257261,0.00002204504,0.9954581,0.00003862179,0.0001506735,0.000137466,0.00002816319,0.00005840666,0.000111042,0.00002420132,0.0001837894,0.003361759],"study_design_scores_gemma":[0.00002183554,0.0002106397,0.9974419,0.00004101147,0.0002320697,0.0007193672,0.00008650483,0.0002546739,0.0001732848,0.00002782092,0.0007844215,0.000006424518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947015,0.003202455,0.0003410133,0.00003945657,0.00001521861,0.00004606983,0.001028101,0.000005914093,0.0006203714],"genre_scores_gemma":[0.9971458,0.0006464786,0.0002069705,0.00002985913,0.00002419092,0.00003360891,0.00181802,0.000005161437,0.00008988722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003242809,"threshold_uncertainty_score":0.01714981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03538420938018434,"score_gpt":0.3348408075631707,"score_spread":0.2994565981829864,"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."}}