{"id":"W4399940368","doi":"10.1038/s41598-024-65590-4","title":"Multiple myeloma incidence and mortality trends in the United States, 1999–2020","year":2024,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Demography; Pacific islanders; Medicine; Incidence (geometry); Population; Epidemiology; Mortality rate; American Community Survey; Ethnic group; Census; Internal medicine; Environmental health","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":[0.0005485221,0.0002663265,0.0002448715,0.00171052,0.0003592529,0.0007189438,0.0004929484,0.0005034063,0.001460964],"category_scores_gemma":[0.001533472,0.0001805299,0.0005449973,0.002761282,0.0001347094,0.0007745129,0.0004454313,0.0006914522,0.0005397389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001314038,"about_ca_system_score_gemma":0.0008087152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05067006,"about_ca_topic_score_gemma":0.0654342,"domain_scores_codex":[0.9996334,0.00004300394,0.00007265838,0.00008911363,0.000117389,0.00004436785],"domain_scores_gemma":[0.9989067,0.00007195293,0.0004546832,0.00002952582,0.0004248603,0.0001122483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001245897,0.00007533526,0.9699771,0.0001340203,0.0002225122,0.00008241576,0.0001317368,0.0004434747,0.0002692477,0.0001813981,0.01617058,0.01218771],"study_design_scores_gemma":[0.00000995106,0.00003742138,0.9908019,0.00006026395,0.00007825547,0.000205403,0.0001899315,0.0005721172,0.0001128928,0.00005430196,0.007869569,0.000008009394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8383711,0.01330993,0.001097697,0.004120529,0.0004434584,0.00007480308,0.1293003,0.0003224359,0.01295975],"genre_scores_gemma":[0.9103957,0.006006585,0.001103558,0.001347553,0.0002973511,0.0001200297,0.07845863,0.00002702505,0.002243635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05067006,"threshold_uncertainty_score":0.1007503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03878923036216018,"score_gpt":0.3453120540072073,"score_spread":0.3065228236450471,"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."}}