{"id":"W3093120364","doi":"10.3324/haematol.2020.259093","title":"The survival impact of maintenance lenalidomide: an analysis of real-world data from the Canadian Myeloma Research Group national database","year":2020,"lang":"en","type":"article","venue":"Haematologica","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Maisonneuve-Rosemont; Dalhousie University; Saint John Regional Hospital; Princess Margaret Cancer Centre; Vancouver General Hospital; McGill University; CancerCare Manitoba; Ottawa Hospital; Université de Montréal; University of Saskatchewan; Queen Elizabeth II Health Sciences Centre; University of Alberta","funders":"Dalhousie University; University of Alberta; Celgene; Sanofi; Amgen; Pfizer; McGill University","keywords":"Lenalidomide; Multiple myeloma; Medicine; Database; Oncology; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002240125,0.0001475586,0.0005935224,0.0002305813,0.0003924355,0.00004845361,0.001095525,0.00004962529,0.0004068799],"category_scores_gemma":[0.00389918,0.00006841526,0.0001727221,0.001924511,0.0007431885,0.0001223987,0.0003534997,0.0003630766,0.00002654182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002200536,"about_ca_system_score_gemma":0.001110367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6135038,"about_ca_topic_score_gemma":0.8946185,"domain_scores_codex":[0.9965438,0.0007835642,0.000418944,0.0004684992,0.001261777,0.000523443],"domain_scores_gemma":[0.9951481,0.002184326,0.0001654349,0.001365936,0.0006054002,0.0005307755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002401514,0.0002262051,0.9661837,0.00002860034,0.00382027,0.0004484145,0.0002634528,0.00002423852,0.0005889414,0.008221705,0.01627045,0.00152256],"study_design_scores_gemma":[0.0008984822,0.0003006029,0.9786303,0.0000315521,0.0002599027,0.000006010916,0.0004237216,0.01819788,0.0001144684,0.0002031282,0.0008651317,0.00006879549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785953,0.0002494968,0.00002798152,0.009854796,0.00002367248,0.0006415128,0.007188259,0.00001911543,0.003399909],"genre_scores_gemma":[0.9950163,0.00020915,0.0003994754,0.000118944,0.0000641836,0.0000223178,0.004105324,0.00001159921,0.00005275499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2811147,"threshold_uncertainty_score":0.4667964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.331940272557002,"score_gpt":0.4670194784622977,"score_spread":0.1350792059052957,"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."}}