{"id":"W4384119997","doi":"10.3324/haematol.2023.282905","title":"Cancer-specific mortality in multiple myeloma: a population-based retrospective cohort study","year":2023,"lang":"en","type":"article","venue":"Haematologica","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McMaster University; Ottawa Hospital","funders":"Hamilton Health Sciences; Sanofi; Pfizer; Prothena; Amgen","keywords":"Medicine; Multiple myeloma; Internal medicine; Retrospective cohort study; Cause of death; Population; Cancer; Cohort; Oncology; Disease; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001064534,0.0003590353,0.0006499719,0.0009604165,0.000558332,0.0007892388,0.000494148,0.0005536711,0.0007434747],"category_scores_gemma":[0.001865843,0.0005380936,0.0007627844,0.002164758,0.0002244726,0.0006411307,0.000650738,0.000859975,0.0002209103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005178265,"about_ca_system_score_gemma":0.0006110586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007781545,"about_ca_topic_score_gemma":0.008897842,"domain_scores_codex":[0.9991795,0.0001819881,0.000110373,0.0002853001,0.0001402377,0.0001025189],"domain_scores_gemma":[0.9987871,0.0001497443,0.0004637087,0.00021636,0.0001810043,0.000202027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006918483,0.00002212544,0.9989304,0.000009666348,0.000125786,0.00006736898,0.0000420866,0.00002968021,0.00009854222,0.00001009687,0.0001176683,0.0004773792],"study_design_scores_gemma":[0.00001329016,0.00009406902,0.9987923,0.000006414978,0.0001054794,0.0003478339,0.000121013,0.0002084003,0.00002840567,0.00001623742,0.0002607169,0.000005878619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973233,0.0005385442,0.000220229,0.00006406475,0.00001002741,0.00002518739,0.00157888,0.000007603971,0.0002321807],"genre_scores_gemma":[0.9980779,0.0003287134,0.0001488005,0.00005659774,0.00001900142,0.00002915917,0.001255782,0.000003145967,0.00008091425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007781545,"threshold_uncertainty_score":0.01547247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07943408511965692,"score_gpt":0.3647558882724021,"score_spread":0.2853218031527451,"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."}}