{"id":"W2039051971","doi":"10.1016/j.bbmt.2012.12.006","title":"Safety and Cost-Effectiveness of Outpatient Autologous Stem Cell Transplantation in Patients with Multiple Myeloma","year":2012,"lang":"en","type":"article","venue":"Biology of Blood and Marrow Transplantation","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"Freiwillige Akademische Gesellschaft","keywords":"Medicine; Multiple myeloma; Autologous stem-cell transplantation; Transplantation; Neutropenia; Outpatient clinic; Surgery; Internal medicine; Emergency medicine; Chemotherapy","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":[],"consensus_categories":[],"category_scores_codex":[0.0002014388,0.0001218124,0.0003045461,0.0001330675,0.00002908935,0.00000146134,0.00002192681,0.0001086751,0.000003211109],"category_scores_gemma":[0.000005318128,0.00009078695,0.00002271337,0.00007568982,0.0001212979,0.00008473393,0.000003796021,0.0000731303,3.598154e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001230058,"about_ca_system_score_gemma":0.00002328351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001237326,"about_ca_topic_score_gemma":0.00005282376,"domain_scores_codex":[0.9991164,0.0001798511,0.0002381245,0.0001650827,0.000101266,0.0001992606],"domain_scores_gemma":[0.9994432,0.0002467366,0.00008944715,0.0000690722,0.00005991152,0.00009163461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01171656,0.0007343076,0.9453884,0.001499249,0.00009331397,0.000007037947,0.0009145712,0.000002965678,0.02643451,0.00004400074,9.772722e-8,0.01316497],"study_design_scores_gemma":[0.01605699,0.001784843,0.9102505,0.000194085,0.0002556718,0.00001910412,0.00004706875,0.00001648493,0.07129333,0.000004013711,0.000003496906,0.00007435778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977479,0.0004317324,0.0003773801,0.000007492559,0.00002919476,0.00104889,0.0002545752,0.000008917229,0.00009394051],"genre_scores_gemma":[0.9981521,0.000750797,0.0003765073,0.000004540528,0.000005204894,0.00003505545,0.0006630253,0.000008362347,0.000004392939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04485882,"threshold_uncertainty_score":0.3702185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327652066979207,"score_gpt":0.2536250980040495,"score_spread":0.2403485773342574,"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."}}