{"id":"W3141356097","doi":"10.1016/j.leukres.2021.106576","title":"Isatuximab plus pomalidomide and dexamethasone in patients with relapsed/refractory multiple myeloma according to prior lines of treatment and refractory status: ICARIA-MM subgroup analysis","year":2021,"lang":"en","type":"article","venue":"Leukemia Research","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Sanofi","keywords":"Pomalidomide; Dexamethasone; Lenalidomide; Refractory (planetary science); Medicine; Internal medicine; Multiple myeloma; Oncology; Materials science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007575607,0.0003532292,0.001072006,0.001412234,0.0001909535,0.00008527067,0.0001311204,0.0002091365,0.00005810395],"category_scores_gemma":[0.002082853,0.0002677466,0.0001210837,0.002303721,0.0002908281,0.0002280608,0.0003265871,0.0006137713,0.000009863313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003495653,"about_ca_system_score_gemma":0.001787447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00653152,"about_ca_topic_score_gemma":0.003209145,"domain_scores_codex":[0.9957075,0.0005818568,0.0005524186,0.0009815231,0.001094175,0.001082593],"domain_scores_gemma":[0.9959354,0.001495287,0.0001132411,0.0008167066,0.0007943846,0.0008449635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00919365,0.0008886748,0.9371414,0.000178835,0.0012846,0.0003809171,0.001154073,0.00003973362,0.007850556,0.000009160494,0.00002457106,0.04185381],"study_design_scores_gemma":[0.02960138,0.003631266,0.9577522,0.0002451574,0.0003164145,0.0000090945,0.001629251,0.001338224,0.00472013,0.000009364609,0.0005168607,0.0002306299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966673,0.00135079,0.00003525655,0.0001958246,0.00002403337,0.00136482,0.0001029805,0.00002746165,0.0002315864],"genre_scores_gemma":[0.993113,0.0009121302,0.004741771,0.00003513329,0.00005247025,0.0001672144,0.0002466642,0.00005699416,0.0006746384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04162318,"threshold_uncertainty_score":0.9999775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04205705449643045,"score_gpt":0.3424922657441016,"score_spread":0.3004352112476712,"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."}}