{"id":"W2970820386","doi":"10.1097/01.cot.0000581680.26138.04","title":"Multiple Myeloma Treatment","year":2019,"lang":"en","type":"article","venue":"Oncology Times","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lenalidomide; Daratumumab; Multiple myeloma; Internal medicine; Oncology; Disease; Clinical trial; Dexamethasone; Prednisone; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006924236,0.0001462724,0.0003566671,0.00009632739,0.00004977854,0.000007416298,0.00005799791,0.0001240925,0.004520406],"category_scores_gemma":[0.00005947679,0.0001011111,0.0001149822,0.00008850058,0.0000601621,0.00004374893,0.0000338513,0.00009189461,0.008351696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004199209,"about_ca_system_score_gemma":0.0002704581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001061966,"about_ca_topic_score_gemma":0.00003838911,"domain_scores_codex":[0.9990084,0.00005443949,0.0001435032,0.0002739287,0.0001646934,0.0003550478],"domain_scores_gemma":[0.9991414,0.0002117657,0.00003823776,0.0003402462,0.00005002884,0.0002183524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001265947,0.001466016,0.7578816,0.00002789524,0.0005218696,0.000675668,0.0002041383,0.000003051485,0.008980749,0.0002110167,0.007148871,0.2216132],"study_design_scores_gemma":[0.01625074,0.007980639,0.4003107,0.00002800163,0.0001102064,0.0002584512,0.0001394242,0.00116906,0.01213707,0.0000682711,0.5613831,0.0001643243],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7687482,0.0002716417,0.00000496861,0.001419288,0.0001380716,0.0007215887,0.0000110779,0.00008164314,0.2286035],"genre_scores_gemma":[0.8751562,0.00008044933,0.001716792,0.0002110507,0.00009051774,0.00007940176,0.00007624966,0.00001819486,0.1225712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5542342,"threshold_uncertainty_score":0.9963896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02888721733491941,"score_gpt":0.3408402405158029,"score_spread":0.3119530231808835,"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."}}