{"id":"W2076908131","doi":"10.1016/j.beha.2010.05.006","title":"Regulatory issues in cord blood banking and transplantation","year":2010,"lang":"en","type":"review","venue":"Best Practice & Research Clinical Haematology","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Cord blood; Transplantation; Medicine; Alliance; Accreditation; Intensive care medicine; Umbilical Cord Blood Transplantation; Donation; Immunology; Surgery; Hematopoietic stem cell transplantation","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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01500794,0.0004720104,0.003555333,0.0008806944,0.000148775,0.00007690982,0.0003411915,0.002212949,0.0001962751],"category_scores_gemma":[0.01120722,0.0004080677,0.0003362099,0.0007341959,0.001021168,0.0003234225,0.00009720002,0.006267524,0.0004021669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006108887,"about_ca_system_score_gemma":0.001395454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002040672,"about_ca_topic_score_gemma":0.0001997263,"domain_scores_codex":[0.9879974,0.006201769,0.002608915,0.001234678,0.001100313,0.0008568995],"domain_scores_gemma":[0.9681771,0.02936456,0.0006134454,0.0009036968,0.0004979242,0.0004432263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007332767,0.001885654,0.0009081546,0.05874633,0.0003092731,0.01606974,0.0002480827,1.737373e-8,0.000004732461,0.004075666,0.000169916,0.9168491],"study_design_scores_gemma":[0.002000704,0.001291757,0.0001382724,0.02483632,0.003276071,0.04129239,0.0001821414,0.000006575546,0.000009678382,0.0002630189,0.9263567,0.0003463242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004555508,0.9859027,0.00004131323,0.001369588,0.0003750552,0.002633716,0.0000216382,0.00006129219,0.005039167],"genre_scores_gemma":[0.000433852,0.9943659,0.003846415,0.0001054576,0.0003383617,0.0002659063,0.000186646,0.0001078548,0.0003495495],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9261868,"threshold_uncertainty_score":0.9998371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2528454839715314,"score_gpt":0.5688745766633234,"score_spread":0.316029092691792,"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."}}