{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000832097,0.0003603761,0.0009593645,0.0002884349,0.0001446727,0.00002251073,0.0001093539,0.0002587014,0.00004322172],"category_scores_gemma":[0.00007571192,0.0002494844,0.0008176747,0.0005244528,0.0002778663,0.0001113232,0.0000159367,0.000302256,0.000001398056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002792846,"about_ca_system_score_gemma":0.00004462866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005646791,"about_ca_topic_score_gemma":0.00005482167,"domain_scores_codex":[0.9975057,0.0001500447,0.0009325704,0.0007166595,0.000363157,0.0003319015],"domain_scores_gemma":[0.998434,0.0005861577,0.0002560891,0.0004113325,0.0001780726,0.0001343648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002768045,0.0006805835,0.8664118,0.0005174702,0.002319437,0.00005911345,0.0004818189,0.000001113807,0.1109084,0.00008845105,0.00001625526,0.01574753],"study_design_scores_gemma":[0.01546601,0.01035721,0.9380261,0.0005208907,0.0164133,0.0003272556,0.0001419075,0.00007564978,0.01819501,0.0001536253,0.00001283373,0.0003101946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800708,0.000108525,0.01721369,0.0005617954,0.00005328513,0.001224157,0.0001948412,0.0002110825,0.0003618381],"genre_scores_gemma":[0.9894922,0.004993981,0.005212497,0.00006001904,0.00003490852,0.00002473469,0.00006870926,0.00005708104,0.00005588341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09271336,"threshold_uncertainty_score":0.9999958,"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."}}