{"id":"W2751006050","doi":"10.1182/blood.v128.22.5874.5874","title":"Allogeneic Stem Cell Transplantation for Multiple Myeloma: a Single Center Experience","year":2016,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Multiple myeloma; Transplantation; Surgery; Internal medicine; Single Center; Melphalan; Autologous stem-cell transplantation; Stem cell; Median follow-up; Retrospective cohort study; Cohort; Oncology; Chemotherapy","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":[0.0008268534,0.0004417007,0.0004262006,0.0008156181,0.000838887,0.0008542747,0.0004495515,0.0004923794,0.001400266],"category_scores_gemma":[0.001590357,0.0002638117,0.000519979,0.001007347,0.0004540481,0.0004334042,0.0007595248,0.0004424124,0.0004795088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005230109,"about_ca_system_score_gemma":0.0007119448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008963088,"about_ca_topic_score_gemma":0.001307266,"domain_scores_codex":[0.9993642,0.0001644906,0.00009582967,0.0001329187,0.0001283321,0.0001143652],"domain_scores_gemma":[0.9988421,0.0002178199,0.0003094762,0.0001078085,0.00009324065,0.0004296353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004373371,0.001447707,0.9419723,0.0001025281,0.0001293497,0.02298477,0.001063829,0.0002875266,0.00240028,0.0001791112,0.0006810082,0.02831414],"study_design_scores_gemma":[0.0004128499,0.009074907,0.7899688,0.0002476175,0.0002294284,0.1860575,0.003118384,0.002475432,0.003806337,0.0004533487,0.004062179,0.00009321643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984774,0.0006355838,0.0003249853,0.00007605887,0.00001869286,0.00003138311,0.00004245115,0.000008117023,0.0003852354],"genre_scores_gemma":[0.9988758,0.0005092531,0.0003102121,0.00006223697,0.00005035511,0.00001456232,0.00006133259,0.000004175105,0.0001120216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001400266,"threshold_uncertainty_score":0.004684329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03554665423340628,"score_gpt":0.2839223300539518,"score_spread":0.2483756758205455,"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."}}