{"id":"W2774761959","doi":"10.1182/blood.v130.suppl_1.5524.5524","title":"Post-Autologous Stem Cell Transplantation Therapy for Multiple Myeloma Patients: Impact on Clinical Outcomes","year":2017,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research; University of Calgary","funders":"","keywords":"Medicine; Surgery; Multiple myeloma; Transplantation; Autologous stem-cell transplantation; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009052611,0.0001801674,0.0003150285,0.0004715365,0.0001727531,0.0005626069,0.0002240591,0.00030619,0.001615333],"category_scores_gemma":[0.001430922,0.00003868533,0.0003576468,0.0005747777,0.0002585612,0.0003798257,0.0003464466,0.0003998008,0.0002168101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003049219,"about_ca_system_score_gemma":0.0003049265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000352033,"about_ca_topic_score_gemma":0.000757959,"domain_scores_codex":[0.9995671,0.0001205493,0.00004172593,0.00005407595,0.0001302668,0.00008636212],"domain_scores_gemma":[0.9983354,0.0003846061,0.0007629813,0.00003905542,0.0001151301,0.0003629334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001435675,0.0001874599,0.9576975,0.00005419402,0.0001304284,0.0003514532,0.00004875939,0.0004175642,0.0007399787,0.00003880459,0.0003257153,0.03857255],"study_design_scores_gemma":[0.00002863637,0.001634659,0.9956831,0.00002765109,0.00009254023,0.0008913063,0.00005129522,0.0003350474,0.000426726,0.00009574668,0.0007279317,0.000005418317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952714,0.002962273,0.0001669035,0.0002756058,0.0000179207,0.00001122486,0.0002103985,0.000008857129,0.001075441],"genre_scores_gemma":[0.9989888,0.0004338643,0.00005686987,0.00005575533,0.00005154736,0.000008315268,0.0002644307,0.000001803538,0.0001385803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001615333,"threshold_uncertainty_score":0.005403876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05433498657521999,"score_gpt":0.3848322795104784,"score_spread":0.3304972929352584,"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."}}