{"id":"W2965678752","doi":"10.1002/jca.21738","title":"Predictive factors for successful peripheral blood stem cell mobilization and collection in children","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Apheresis","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; Alberta Children's Hospital; University of Calgary","funders":"Terumo BCT","keywords":"Medicine; Apheresis; CD34; Peripheral blood; Stem cell; Peripheral; Internal medicine; Surgery; Immunology; Platelet","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":[],"consensus_categories":[],"category_scores_codex":[0.0006697756,0.0001082957,0.0005379955,0.0001052052,0.00002478384,0.00001595238,0.00005401526,0.0001794014,0.0001056079],"category_scores_gemma":[0.0001110947,0.00008258485,0.0001785981,0.0001654632,0.00003321814,0.0001382149,0.000006708485,0.0002250294,0.00000150026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000312732,"about_ca_system_score_gemma":0.0001339362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001485591,"about_ca_topic_score_gemma":0.00001231377,"domain_scores_codex":[0.9982955,0.0001195723,0.001038829,0.0001702002,0.0002491412,0.0001267628],"domain_scores_gemma":[0.9983234,0.0008068823,0.0004587918,0.00008940843,0.0001908038,0.0001306616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001125497,0.0003777888,0.9964073,0.0001750905,0.000120189,0.000003323249,0.0003883377,0.00006066218,0.0005990347,0.00000591334,0.00007478766,0.0006620485],"study_design_scores_gemma":[0.008612242,0.002359458,0.9824142,0.0002505862,0.00037185,0.00007051157,0.0008238456,0.0008138609,0.004113711,0.00005238965,0.00003210979,0.00008519394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971852,0.0001540683,0.00126486,0.00008278716,0.0002384578,0.0007340027,0.000007952478,0.00000818931,0.0003244652],"genre_scores_gemma":[0.998155,0.0003148501,0.0009622899,0.00004520833,0.0001305476,0.000005135278,0.000006768043,0.00001726439,0.0003629603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01399309,"threshold_uncertainty_score":0.3367712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02198207885306256,"score_gpt":0.3181420366043354,"score_spread":0.2961599577512729,"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."}}