{"id":"W3095225774","doi":"10.1038/s41408-020-00375-2","title":"Daratumumab, lenalidomide, and dexamethasone in relapsed/refractory myeloma: a cytogenetic subgroup analysis of POLLUX","year":2020,"lang":"en","type":"article","venue":"Blood Cancer Journal","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia; Institute of Cancer Research; Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"National Cancer Institute","keywords":"Lenalidomide; Internal medicine; Daratumumab; Medicine; Oncology; Hazard ratio; Population; Multiple myeloma; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027698,0.000182198,0.0007145361,0.0005180159,0.0000748017,0.00002917678,0.0001113357,0.00008770283,0.000452995],"category_scores_gemma":[0.0002265599,0.0001467343,0.0002041955,0.001183893,0.000103701,0.00007200227,0.00005367536,0.0004912331,0.000003369532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009835474,"about_ca_system_score_gemma":0.000323928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003416344,"about_ca_topic_score_gemma":0.0003571825,"domain_scores_codex":[0.9981836,0.0001460566,0.0004937704,0.0002875378,0.0005186494,0.0003704045],"domain_scores_gemma":[0.9987982,0.0001058277,0.0002078963,0.0001775842,0.0001316245,0.0005788613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002103215,0.0004924434,0.9359586,0.0001181074,0.005011994,0.001164321,0.0008416724,0.0001018756,0.03272501,0.00000998285,0.0001317276,0.02134107],"study_design_scores_gemma":[0.01737488,0.001102167,0.9666425,0.0001746316,0.00368485,0.00020602,0.0002205368,0.001134786,0.008929801,0.00001813258,0.0003495635,0.0001621209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825972,0.01561657,0.0000478726,0.001176607,0.00003873259,0.0002099779,0.00004562701,0.000009963447,0.0002573947],"genre_scores_gemma":[0.9950911,0.003531744,0.0008396654,0.0002547738,0.0001654483,0.0000175101,0.000008552612,0.000021745,0.00006949496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03068393,"threshold_uncertainty_score":0.5983652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03944056650698583,"score_gpt":0.3211153016057787,"score_spread":0.2816747350987929,"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."}}