{"id":"W3020666537","doi":"10.14740/jh628","title":"Factors Associated With Umbilical Cord Blood Collection Quality in Japan","year":2020,"lang":"en","type":"article","venue":"Journal of Hematology","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Umbilical cord; Odds ratio; Confidence interval; Multivariate analysis; Cord blood; Blood collection; Surgery; Internal medicine; Immunology; Emergency medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002199592,0.0002619345,0.0002778831,0.001533142,0.0004809588,0.001042089,0.0004214893,0.0002877501,0.002004798],"category_scores_gemma":[0.01492423,0.0002034045,0.0003467136,0.003083167,0.000522311,0.0004347465,0.0006491672,0.0004967133,0.0001700213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008862701,"about_ca_system_score_gemma":0.001269638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01532445,"about_ca_topic_score_gemma":0.008869758,"domain_scores_codex":[0.9973642,0.0007293932,0.0006146806,0.0002616926,0.0007816028,0.0002484543],"domain_scores_gemma":[0.9789346,0.003558847,0.01281097,0.000750013,0.002372002,0.001573516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003871701,0.00001416937,0.9964575,0.00003322758,0.00002353821,0.0001070693,0.0002046088,0.00001403491,0.0001271307,0.00001231862,0.0001446998,0.002823072],"study_design_scores_gemma":[0.000001601759,0.00003151447,0.9985535,0.00002952813,0.00001972776,0.0003567853,0.0005390751,0.00007283172,0.00008480853,0.00001084202,0.0002956571,0.00000404961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970739,0.001433721,0.0001946977,0.0002307684,0.00001783064,0.00002301705,0.0002184461,0.000007991326,0.000799521],"genre_scores_gemma":[0.9988236,0.0005179286,0.0002733402,0.00005125801,0.00001809507,0.00001114788,0.0001930294,0.000004715343,0.0001067562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01532445,"threshold_uncertainty_score":0.03047049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07403323626941344,"score_gpt":0.3261748930580588,"score_spread":0.2521416567886454,"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."}}