{"id":"W3161580798","doi":"10.1016/j.clml.2021.05.002","title":"Trajectory of Symptoms in Patients Undergoing Autologous Stem Cell Transplant for Multiple Myeloma: A Population-Based Cohort Study of Patient-Reported Outcomes","year":2021,"lang":"en","type":"article","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hamilton Health Sciences; Institute of Aging; Juravinski Cancer Centre","funders":"Takeda Canada; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences; Janssen Pharmaceuticals; Celgene; Sanofi; Roche; Amgen","keywords":"Medicine; Multiple myeloma; Population; Cohort; Internal medicine; Odds ratio; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006432419,0.0003412623,0.0004593827,0.0007681147,0.0007156914,0.001227458,0.0005961595,0.0008082299,0.001328381],"category_scores_gemma":[0.002467692,0.0003697482,0.0009730037,0.001371676,0.0003775535,0.001197477,0.001003679,0.00138053,0.000250935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005269578,"about_ca_system_score_gemma":0.0005954652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01030525,"about_ca_topic_score_gemma":0.01176163,"domain_scores_codex":[0.9993267,0.0001503504,0.00006828646,0.0001911692,0.00007903009,0.0001846112],"domain_scores_gemma":[0.9985649,0.0001462144,0.0006945739,0.0001156591,0.0001307597,0.0003479521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007280232,0.00003829219,0.9992705,0.000003000226,0.00006581208,0.0000454941,0.00007005726,0.00002624588,0.00007915364,0.00001413664,0.0000548288,0.0002597544],"study_design_scores_gemma":[0.000003931239,0.00006867907,0.9992472,0.000002998285,0.00002016934,0.0001308931,0.0003136488,0.0001132113,0.00001374361,0.00002163731,0.00005846945,0.000005383954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998996,0.0001473246,0.00005821264,0.00006364578,0.000007464311,0.000006299058,0.0004993407,0.000002987717,0.000218698],"genre_scores_gemma":[0.9993237,0.00007055172,0.00002920443,0.00002344572,0.000005409649,0.00000495212,0.0004511185,0.000001636647,0.00009011482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01030525,"threshold_uncertainty_score":0.02049053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02771372705732486,"score_gpt":0.3153239903634349,"score_spread":0.2876102633061101,"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."}}