{"id":"W2979871905","doi":"10.1182/blood.v114.22.2793.2793","title":"“Longterm Survival (≥10 years) in Multiple Myeloma (MM) Is Associated with Longer Duration of Therapy and Improved Quality of Response to Novel agents”.","year":2009,"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":"Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Multiple myeloma; Internal medicine; Surgery; Bortezomib; Median follow-up; Pediatrics; Overall survival","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":[0.0005972431,0.0001535792,0.0001963028,0.0005261187,0.0003753794,0.0004313979,0.000222764,0.0002880438,0.0027076],"category_scores_gemma":[0.001501523,0.00007698487,0.0001669414,0.0008138504,0.0003585089,0.0004544627,0.000441061,0.000332733,0.0003337474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002841718,"about_ca_system_score_gemma":0.0003219195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001246297,"about_ca_topic_score_gemma":0.002664998,"domain_scores_codex":[0.9997817,0.00003568253,0.00003670177,0.00004250801,0.00005596053,0.00004743546],"domain_scores_gemma":[0.9971249,0.0002620168,0.002126833,0.00005457434,0.0001695349,0.0002622003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005789477,0.00001295235,0.9955394,0.00001897819,0.000009814259,0.0001582563,0.00003374676,0.00002194514,0.0003375716,0.00000773598,0.0002182019,0.003583567],"study_design_scores_gemma":[0.000001632945,0.0001041609,0.9980403,0.00001000045,0.00001356259,0.001180666,0.00006534367,0.00003272551,0.00009297612,0.00001129835,0.0004452748,0.000002111241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970232,0.001134955,0.0001604557,0.0002658548,0.00001892467,0.00000980404,0.0005516231,0.000009172536,0.0008260918],"genre_scores_gemma":[0.9981261,0.0004860842,0.000180766,0.000104867,0.00006616647,0.000009673296,0.0006675211,0.00000212498,0.0003567482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0027076,"threshold_uncertainty_score":0.00905782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06679748478643414,"score_gpt":0.3368112274738226,"score_spread":0.2700137426873885,"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."}}