{"id":"W3094348735","doi":"10.1111/trf.16129","title":"Factors associated with registrant availability for unrelated adult donor hematopoietic stem cell donation: Analysis of the stem cell registry at <scp>Canadian Blood Services</scp>","year":2020,"lang":"en","type":"article","venue":"Transfusion","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Canadian Blood Services; Ottawa Hospital","funders":"","keywords":"Donation; Multivariate analysis; Medicine; Hematopoietic stem cell; Hematopoietic stem cell transplantation; Transplantation; Stem cell; Internal medicine; Family medicine; Haematopoiesis; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00175673,0.0002263703,0.0001783521,0.001130904,0.0007859569,0.000630983,0.0007789236,0.0002178261,0.003315561],"category_scores_gemma":[0.006856868,0.0001471016,0.0004641756,0.001894956,0.0003807242,0.0003042073,0.0007670812,0.0005884756,0.0002807661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003071193,"about_ca_system_score_gemma":0.007884324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6123095,"about_ca_topic_score_gemma":0.6911528,"domain_scores_codex":[0.9986576,0.0002081139,0.0001087742,0.0001658048,0.0005055845,0.0003540514],"domain_scores_gemma":[0.99411,0.0007105864,0.002956644,0.0002766018,0.0009949289,0.0009510605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003103097,0.000007372702,0.9986467,0.000005701254,0.00001277008,0.00002686854,0.00007918446,0.0000349659,0.00004052045,0.00001531468,0.0002999649,0.0007996829],"study_design_scores_gemma":[0.000001638064,0.00001620112,0.9989906,0.000008137026,0.00001312362,0.00006572114,0.0003664299,0.0001583219,0.00003540454,0.000004827207,0.0003363095,0.000003281491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972198,0.0001775469,0.0001276189,0.0002240261,0.000009160191,0.00002833545,0.001259939,0.000008917514,0.0009447119],"genre_scores_gemma":[0.9989803,0.00009536227,0.0001184403,0.00002656016,0.000006250644,0.000009282096,0.0005722921,0.000004097568,0.0001874752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3876905,"threshold_uncertainty_score":0.7799475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.022187445646313,"score_gpt":0.2186489486797288,"score_spread":0.1964615030334158,"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."}}