{"id":"W3016522843","doi":"10.1016/j.clml.2020.04.002","title":"KRD-PACE Mobilization for Multiple Myeloma Patients With Significant Residual Disease Before Autologous Stem-Cell Transplantation","year":2020,"lang":"en","type":"article","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Janssen Biotech; Sanofi Genzyme; Bristol-Myers Squibb Canada; Seattle Genetics; Celgene; Sanofi; AbbVie; Bristol-Myers Squibb; GlycoMimetics","keywords":"Medicine; Multiple myeloma; Autologous stem-cell transplantation; Mobilization; Minimal residual disease; Transplantation; Stem cell; Oncology; Internal medicine; Genetics; Bone marrow","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002301051,0.000237105,0.0004918353,0.0003217723,0.0002934528,0.0005057344,0.0002720226,0.0002640266,0.002376726],"category_scores_gemma":[0.0004646102,0.00009499321,0.0003949341,0.0002552299,0.00022076,0.0003196577,0.0003745586,0.0006516761,0.0004598759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002920052,"about_ca_system_score_gemma":0.0005869018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002862678,"about_ca_topic_score_gemma":0.0006506915,"domain_scores_codex":[0.9998939,0.00002365958,0.000009051409,0.000015505,0.00001812188,0.00003978046],"domain_scores_gemma":[0.9998722,0.00002641374,0.00002860379,0.000009824941,0.000006046215,0.0000568832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0644438,0.003584485,0.1407082,0.0007048025,0.0004684887,0.00769978,0.0004628745,0.006123094,0.03869089,0.002456596,0.01518692,0.71947],"study_design_scores_gemma":[0.02063188,0.08060504,0.7159897,0.0008019724,0.001322424,0.03520829,0.0009918567,0.01654668,0.03365046,0.01002028,0.08406689,0.0001644989],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808945,0.007047889,0.001602377,0.001004838,0.0002575723,0.0002654906,0.0002272003,0.0001122308,0.008587868],"genre_scores_gemma":[0.9966587,0.001108982,0.00077006,0.0002543751,0.00017511,0.00007685482,0.000285473,0.00000985757,0.0006606145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002376726,"threshold_uncertainty_score":0.007950962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03388502254196554,"score_gpt":0.305309493250103,"score_spread":0.2714244707081375,"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."}}