{"id":"W4377220744","doi":"10.2217/fon-2023-0082","title":"Plain Language Summary of the MAIA Study of Daratumumab Plus Lenalidomide and Dexamethasone for the Treatment of People with Newly Diagnosed Multiple Myeloma","year":2023,"lang":"en","type":"article","venue":"Future Oncology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research; University of Calgary","funders":"Amgen","keywords":"Daratumumab; Lenalidomide; Medicine; Dexamethasone; Multiple myeloma; Oncology; Internal medicine","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":[0.0002294993,0.0001678639,0.0006382651,0.0001028774,0.0001064795,0.000003392521,0.0001352026,0.00009624257,0.00001958768],"category_scores_gemma":[0.0001898414,0.00007616087,0.0001032838,0.0003724751,0.0001635067,0.00002115285,0.0000592199,0.00009765826,0.00000113228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001300547,"about_ca_system_score_gemma":0.0002366743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001632748,"about_ca_topic_score_gemma":0.0164672,"domain_scores_codex":[0.9987539,0.0001972497,0.0002815476,0.00023067,0.0002692958,0.0002673249],"domain_scores_gemma":[0.9969236,0.002231654,0.0001934122,0.0004660217,0.0001049352,0.00008042692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04511798,0.007860994,0.7253196,0.0005929715,0.003962869,0.0005655336,0.06872821,0.0001757028,0.01040481,0.00009304813,0.003617042,0.1335613],"study_design_scores_gemma":[0.0585187,0.01806329,0.8706998,0.00006882336,0.0005887352,0.00003857748,0.04044071,0.0008061148,0.00673832,0.00000711515,0.0039382,0.00009156302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939441,0.001253829,0.00001624127,0.001053002,0.0001218468,0.003298104,0.0001561297,0.00001666731,0.000140095],"genre_scores_gemma":[0.9978033,0.0004156,0.000564974,0.00002892717,0.0001410171,0.0004786534,0.00005334997,0.00002302485,0.0004911668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1453803,"threshold_uncertainty_score":0.9189085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02437656649056023,"score_gpt":0.3279737133615432,"score_spread":0.303597146870983,"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."}}