{"id":"W4405040200","doi":"10.1182/blood-2024-209251","title":"Incidence and Prevalence of Clinically Detected Smoldering Multiple Myeloma Among the General Population","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital; Alberta Health Services; University of Alberta; University of Calgary","funders":"","keywords":"Incidence (geometry); Multiple myeloma; Medicine; Population; Internal medicine; Environmental health","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":[0.0004397551,0.0002039568,0.0002295901,0.001254596,0.0005742178,0.000634308,0.0006412932,0.000409707,0.001307202],"category_scores_gemma":[0.001311142,0.0002568786,0.0002042955,0.001643,0.0004372041,0.0004883722,0.0004299064,0.0003972601,0.0002025514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002106009,"about_ca_system_score_gemma":0.001552227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1803894,"about_ca_topic_score_gemma":0.2237991,"domain_scores_codex":[0.999403,0.0000887004,0.00006247104,0.0001654872,0.0001778447,0.0001025052],"domain_scores_gemma":[0.9985681,0.0001110617,0.0007501025,0.00004760905,0.0002441321,0.0002790318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008708063,0.000008485203,0.9995179,0.000005564201,0.000006004975,0.00002194435,0.00004025531,0.0000103779,0.00003390315,0.000003736886,0.0001008209,0.0002422435],"study_design_scores_gemma":[0.000001952123,0.00002459009,0.9994547,0.000006119236,0.000004140194,0.0001370798,0.0001788605,0.00006223647,0.0000179784,0.000005356379,0.0001050292,0.000001997665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973749,0.0002862863,0.00003408654,0.00009748727,0.000003861765,0.00002057909,0.00161258,0.000007996018,0.0005623116],"genre_scores_gemma":[0.9983256,0.0001860944,0.00006670665,0.0000688185,0.0000129456,0.00002082371,0.001171166,0.000001204289,0.0001466175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1803894,"threshold_uncertainty_score":0.3586789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02551891098770017,"score_gpt":0.322855379856127,"score_spread":0.2973364688684269,"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."}}