{"id":"W4311636670","doi":"10.3390/curroncol29120752","title":"A Portrait of Cord Blood Units Distributed for Transplantation from Canadian Blood Services’ Cord Blood Bank: First Analysis","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital; University of British Columbia; Canadian Blood Services; University of Toronto","funders":"","keywords":"Cord blood; Medicine; Transplantation; CD34; Ethnic group; Cord; Distribution (mathematics); Internal medicine; Stem cell; Pediatrics; Surgery; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005652665,0.0004022739,0.0001978796,0.007074998,0.00329233,0.002172401,0.001028839,0.0004059442,0.008672714],"category_scores_gemma":[0.002050835,0.0002522899,0.0002998744,0.01304511,0.0006260271,0.0005232752,0.0005797084,0.000854068,0.001365552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02875885,"about_ca_system_score_gemma":0.02146413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9434409,"about_ca_topic_score_gemma":0.9633912,"domain_scores_codex":[0.9984453,0.00005791953,0.00003397194,0.0001331881,0.0008491147,0.0004805044],"domain_scores_gemma":[0.9957731,0.000224206,0.0004987412,0.00008666388,0.002675948,0.0007412356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002453238,0.00008571987,0.5657143,0.0004007773,0.0000487353,0.001932524,0.02321402,0.0008659118,0.00455244,0.01153314,0.1797916,0.2116154],"study_design_scores_gemma":[0.000004001929,0.00002898742,0.8231755,0.0001532699,0.00001065851,0.0008191607,0.01556463,0.0007091179,0.0005265685,0.0001920711,0.1587743,0.00004187889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.718569,0.006317969,0.003120647,0.009347215,0.0003418037,0.0004809786,0.08160543,0.0004098105,0.1798072],"genre_scores_gemma":[0.9054807,0.007839107,0.004914853,0.001383851,0.0001307259,0.0001671686,0.02847039,0.0001817634,0.05143142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05655915,"threshold_uncertainty_score":0.2086611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04939479842791572,"score_gpt":0.3262054717401867,"score_spread":0.2768106733122709,"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."}}