{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003265359,0.0004029555,0.0008584768,0.0001869502,0.0002607449,0.00002544097,0.000314102,0.0003982151,0.0001018206],"category_scores_gemma":[0.00001839552,0.0002810822,0.0004934245,0.001761214,0.0001148286,0.00008531435,0.0000139325,0.0003170651,0.000006640452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002318382,"about_ca_system_score_gemma":0.0003221268,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002349152,"about_ca_topic_score_gemma":0.02299836,"domain_scores_codex":[0.9970707,0.0001780924,0.0008498033,0.0006990526,0.0007414119,0.0004609222],"domain_scores_gemma":[0.9973738,0.0005597883,0.0004272656,0.0006691789,0.0004796923,0.0004903011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005894909,0.001184646,0.7585424,0.01263372,0.00336935,0.00006692502,0.0642959,0.001358761,0.1574223,0.00009698325,0.0003064793,0.0001331088],"study_design_scores_gemma":[0.01152291,0.001033515,0.2209455,0.001244218,0.02252795,0.00001668152,0.01010793,0.006821943,0.7249675,0.00000936671,0.000394493,0.0004079328],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940363,0.0001166732,0.0006247237,0.0008435742,0.00007994365,0.001893543,0.0006324083,0.0001072623,0.00166561],"genre_scores_gemma":[0.9976971,0.00006470675,0.00005403311,0.0002730979,0.00001794152,0.00003931446,0.0006038097,0.00005895668,0.001191018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5675452,"threshold_uncertainty_score":0.9999641,"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."}}