{"id":"W7093123001","doi":"","title":"C003 | MODELING LONG-TERM PROGRESSION-FREE SURVIVAL IN TRANSPLANT-ELIGIBLE AND TRANSPLANT-INELIGIBLE NEWLY DIAGNOSED MULTIPLE MYELOMA TREATED WITH DARATUMUMAB, BORTEZOMIB, LENALIDOMIDE, AND DEXAMETHASONE","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital; University of Calgary","funders":"","keywords":"Cohort; Population; Multiple myeloma; Randomized controlled trial; Overall survival; Dexamethasone","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":[0.003151429,0.0006085882,0.0008105946,0.0006751225,0.000303677,0.001303043,0.0009760737,0.001312039,0.004543295],"category_scores_gemma":[0.008537401,0.0004380692,0.001991258,0.0006181446,0.0004417748,0.0004402498,0.0007768631,0.001273928,0.0006723996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002496029,"about_ca_system_score_gemma":0.001791012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0533818,"about_ca_topic_score_gemma":0.02321966,"domain_scores_codex":[0.9992272,0.0004632538,0.00002945641,0.0001057744,0.00005389423,0.000120537],"domain_scores_gemma":[0.9954978,0.003622677,0.0003087335,0.0001171751,0.0002964013,0.0001570918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006389748,0.0001240201,0.01869515,0.00008883092,0.0001762316,0.0001163914,0.00006020003,0.9664151,0.0002566368,0.00301418,0.003241986,0.00717233],"study_design_scores_gemma":[0.0001480801,0.0002566725,0.005418831,0.00004590765,0.00006789325,0.00008839223,0.00003725892,0.987053,0.0001902084,0.003071476,0.003604828,0.00001752189],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8844526,0.002756475,0.06917671,0.004356195,0.0002559883,0.0004654294,0.02033715,0.0008156696,0.01738383],"genre_scores_gemma":[0.9760863,0.0005430855,0.009635578,0.0004189186,0.00007113371,0.0004340339,0.00592138,0.0001004308,0.006789213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0533818,"threshold_uncertainty_score":0.1061422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1453154805682093,"score_gpt":0.5000742940997444,"score_spread":0.3547588135315351,"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."}}