{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007648099,0.001339694,0.002869443,0.001373687,0.0007116249,0.002778198,0.0016081,0.002666045,0.09283509],"category_scores_gemma":[0.03148713,0.0006160323,0.002532011,0.002148886,0.0003657056,0.001514269,0.000957065,0.003559366,0.02429569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001766895,"about_ca_system_score_gemma":0.004801616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004944083,"about_ca_topic_score_gemma":0.008132194,"domain_scores_codex":[0.9942967,0.002849181,0.001337992,0.0002801777,0.001025809,0.000210165],"domain_scores_gemma":[0.9771422,0.01111448,0.004186922,0.0004757459,0.005928611,0.001152099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004314678,0.0001074617,0.0004045616,0.01590463,0.0003654631,0.00007999987,0.00005636956,0.00009548096,0.0002266333,0.0004069837,0.9403135,0.03772424],"study_design_scores_gemma":[0.01218867,0.001873152,0.006441428,0.01767127,0.001742066,0.0002309682,0.0001260974,0.0001718192,0.0003716408,0.001181669,0.9578942,0.0001070637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.004796155,0.1419744,0.003902967,0.188962,0.05945444,0.01487484,0.4843581,0.001739716,0.09993739],"genre_scores_gemma":[0.03715049,0.1621451,0.01236534,0.3088647,0.06764422,0.04090828,0.2391445,0.001341595,0.1304359],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09283509,"threshold_uncertainty_score":0.3105643,"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."}}