{"id":"W2317418659","doi":"10.1038/sj.bmt.1703765","title":"Optimising parameters for peripheral blood leukapheresis after r-metHuG-CSF (filgrastim) and r-metHuSCF (ancestim) in patients with multiple myeloma: a temporal analysis of CD34+ absolute counts and subsets","year":2002,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Amgen (Canada); Hamilton Health Sciences; Toronto General Hospital; Research Manitoba; Princess Margaret Cancer Centre; Ottawa Hospital; Alberta Cancer Foundation; Robarts Clinical Trials; Queen Elizabeth II Health Sciences Centre; London Health Sciences Centre","funders":"","keywords":"Leukapheresis; Filgrastim; Medicine; Granulocyte colony-stimulating factor; Apheresis; Multiple myeloma; Cyclophosphamide; CD34; Immunology; Internal medicine; Surgery; Stem cell; Chemotherapy; Biology; 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":[0.0001135907,0.0001660722,0.0003804483,0.0003376846,0.00004428496,0.00002529686,0.00002789984,0.00007274245,0.00007752922],"category_scores_gemma":[0.00003263999,0.0001378763,0.00006584487,0.000364973,0.00009499765,0.000134854,0.000004955561,0.00007579778,0.000001126504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003237065,"about_ca_system_score_gemma":0.00001687265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000208531,"about_ca_topic_score_gemma":0.0006353396,"domain_scores_codex":[0.9988788,0.00004219407,0.0002613133,0.0002932555,0.0002846408,0.0002398317],"domain_scores_gemma":[0.9994522,0.0001392555,0.000080632,0.0001180196,0.00009069298,0.0001191632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00321199,0.0002814841,0.9864726,0.0002897281,0.0006964706,0.00006704915,0.0005169687,0.0001108584,0.0002669005,0.000001214489,0.00001664355,0.008068082],"study_design_scores_gemma":[0.009598464,0.0004218972,0.9679567,0.0001394235,0.001436868,0.000008630986,0.00002355282,0.01994498,0.0003162715,0.00000477216,0.000009825651,0.0001385798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977385,0.0004129518,0.0007691736,0.00003802227,0.00001401761,0.0006298485,0.0002929832,0.00001415041,0.00009035152],"genre_scores_gemma":[0.9767938,0.0001690223,0.02245946,0.00002265825,0.000006100593,0.00008127635,0.0003534407,0.00001820315,0.0000960164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02169029,"threshold_uncertainty_score":0.5622431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01633116551499185,"score_gpt":0.2459329693049338,"score_spread":0.2296018037899419,"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."}}