{"id":"W4389243948","doi":"10.1182/blood-2023-186559","title":"A Matching-Adjusted Indirect Comparison of the Efficacy of Elranatamab Versus Physician's Choice of Treatment Among Patients with Triple-Class Exposed/Refractory Multiple Myeloma in Canada","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Université de Montréal; Hôpital Maisonneuve-Rosemont; Pfizer (Canada)","funders":"","keywords":"Medicine; Internal medicine; Propensity score matching; Multiple myeloma; Cohort; Clinical trial; Logistic regression; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004110179,0.001146836,0.001695246,0.0006459456,0.0009553723,0.0009550637,0.00158642,0.0009345173,0.004478964],"category_scores_gemma":[0.01170257,0.0004543393,0.004558781,0.001352986,0.0008334237,0.0004335714,0.001137707,0.001531381,0.000228132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01436325,"about_ca_system_score_gemma":0.01773045,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8024734,"about_ca_topic_score_gemma":0.7828265,"domain_scores_codex":[0.9941192,0.002722489,0.0004209495,0.00090165,0.0008219092,0.001013914],"domain_scores_gemma":[0.9950733,0.001578097,0.001497775,0.0004345148,0.0008579101,0.0005585621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.4027664,0.002315231,0.4388638,0.003276184,0.05739351,0.0002787455,0.0008010902,0.01483557,0.001664251,0.002782081,0.009612137,0.06541099],"study_design_scores_gemma":[0.08339711,0.02960553,0.780188,0.0006340255,0.05813521,0.0003582551,0.0009421185,0.02960816,0.002199612,0.002462588,0.01219315,0.0002761378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977638,0.004007973,0.001257516,0.0004469394,0.0001594986,0.001236543,0.01133799,0.0000427999,0.00387267],"genre_scores_gemma":[0.9942613,0.000365039,0.0008733629,0.0002641568,0.0000269221,0.000371997,0.002756268,0.000008514538,0.001072564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1975266,"threshold_uncertainty_score":0.3973798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03578339963318933,"score_gpt":0.2824382959831082,"score_spread":0.2466548963499189,"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."}}