{"id":"W2980314982","doi":"10.1182/blood.v110.11.3326.3326","title":"Multiple Myeloma in Manitoba: A Population Based Study.","year":2007,"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":"CancerCare Manitoba","funders":"","keywords":"Medicine; Transplantation; Multiple myeloma; Surgery; Cohort; Population; Incidence (geometry); Retrospective cohort study; Cohort study; Internal medicine","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":[0.0003764094,0.0004750576,0.0003673713,0.001443371,0.000956181,0.0007658945,0.0006245762,0.0003819713,0.001234189],"category_scores_gemma":[0.0007515334,0.0005178336,0.0002722642,0.002964034,0.0003376099,0.0003558655,0.0006480838,0.0004624742,0.0003497105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003206901,"about_ca_system_score_gemma":0.002894255,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5277966,"about_ca_topic_score_gemma":0.6482041,"domain_scores_codex":[0.999729,0.00004280289,0.00002423542,0.00005755673,0.00007572893,0.00007074449],"domain_scores_gemma":[0.9993549,0.00004218543,0.0002399926,0.00003899238,0.0001818424,0.0001421009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002124434,0.00002007849,0.9984738,0.00001818779,0.00003281457,0.0001408353,0.0002331129,0.00001838388,0.0001532902,0.00000787497,0.0002005732,0.0006798031],"study_design_scores_gemma":[0.000006664634,0.00002944593,0.9985934,0.00001539287,0.00002998458,0.0002426638,0.0004526476,0.00005103507,0.00003668619,0.000005368197,0.0005335627,0.000003193667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954777,0.000645123,0.0000829616,0.0001211382,0.000008053995,0.00005120469,0.002845318,0.00001136268,0.0007571544],"genre_scores_gemma":[0.9970174,0.000651943,0.0001667619,0.000150866,0.00001623041,0.00005888188,0.001477771,0.000005495588,0.0004545986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4722034,"threshold_uncertainty_score":0.9499687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03315161237594816,"score_gpt":0.312131879283865,"score_spread":0.2789802669079168,"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."}}