{"id":"W2950880743","doi":"10.1097/01.hs9.0000560844.39623.aa","title":"PF640 MULTIPLE MYELOMA TREATMENT LANDSCAPE FROM 2011 TO 2017 IN ALBERTA, CANADA: RESULTS FROM THE POPULATION‐BASED “IDENTIFYING OUTCOMES IN REAL‐WORLD MULTIPLE MYELOMA” (INFORMM) STUDY","year":2019,"lang":"en","type":"article","venue":"HemaSphere","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Multiple myeloma; Lenalidomide; Medicine; Population; Bortezomib; Autologous stem-cell transplantation; Transplantation; Family medicine; Internal medicine; Environmental health","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":[0.001551801,0.0006373488,0.000798205,0.002177739,0.002474274,0.001735515,0.002370209,0.0006374327,0.001988929],"category_scores_gemma":[0.003426551,0.0004379074,0.001128109,0.009865336,0.0008454379,0.0005433374,0.001725819,0.001197899,0.0004499219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05193464,"about_ca_system_score_gemma":0.05839097,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9965667,"about_ca_topic_score_gemma":0.9973693,"domain_scores_codex":[0.997843,0.0001593423,0.0001564554,0.0003305409,0.0008469943,0.0006636859],"domain_scores_gemma":[0.995079,0.0001933593,0.0008441751,0.0001627934,0.002706921,0.001013725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003254735,0.00006360086,0.9804041,0.000143586,0.0001978105,0.0001132431,0.0005211245,0.0003749519,0.0001395,0.0001982241,0.0106358,0.006882505],"study_design_scores_gemma":[0.00004314055,0.00003179284,0.99497,0.00009792182,0.0001202241,0.0000972754,0.001097241,0.0004923356,0.00005867529,0.00004187775,0.00292669,0.00002285022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8877749,0.003579336,0.0003393589,0.001792275,0.00006409017,0.0002167775,0.100452,0.0000921349,0.005689194],"genre_scores_gemma":[0.9565346,0.00189922,0.0005960806,0.0009664029,0.00004412149,0.0001131442,0.03777138,0.00003552525,0.002039411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05193464,"threshold_uncertainty_score":0.3768139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04591222453286987,"score_gpt":0.3112283706097278,"score_spread":0.2653161460768579,"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."}}