{"id":"W2280981145","doi":"10.1182/blood.v122.21.5403.5403","title":"Implementing Cybord As First-Line Therapy For Transplant-Eligible Multiple Myeloma Patients : A Single-Center Preliminary Comparaison","year":2013,"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":"Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Multiple myeloma; Regimen; Single Center; Lenalidomide; Surgery; Autologous stem-cell transplantation; Internal medicine; Median follow-up; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009425166,0.0004276425,0.0009883638,0.001062198,0.0006669355,0.002216561,0.000974429,0.000808295,0.002817259],"category_scores_gemma":[0.01143013,0.0003020891,0.002035376,0.001197399,0.0006492389,0.001124867,0.001149127,0.0009148089,0.0003525633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003026701,"about_ca_system_score_gemma":0.002864887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003320511,"about_ca_topic_score_gemma":0.006274533,"domain_scores_codex":[0.9897944,0.005645059,0.001378756,0.001039057,0.001499787,0.0006428512],"domain_scores_gemma":[0.9901546,0.003266531,0.002440733,0.0009964029,0.00214915,0.0009924342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1349381,0.02547695,0.5949497,0.003863208,0.01020235,0.0006358247,0.003351574,0.001278257,0.007982345,0.0006380634,0.002380612,0.214303],"study_design_scores_gemma":[0.02430889,0.2669645,0.681462,0.001066423,0.006095349,0.0007662931,0.004155648,0.001527205,0.004694249,0.0002220818,0.008623392,0.0001138116],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915817,0.0036841,0.0006321818,0.0002325538,0.00007015492,0.001436371,0.0007731254,0.00002254669,0.001567337],"genre_scores_gemma":[0.9958382,0.001390794,0.0007242613,0.0003269265,0.00007739486,0.000629845,0.0007841232,0.000009682485,0.0002187901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009425166,"threshold_uncertainty_score":0.04984564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04118443650004894,"score_gpt":0.3048882647142445,"score_spread":0.2637038282141955,"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."}}