{"id":"W2072018052","doi":"10.1111/j.1365-2141.2004.05207.x","title":"A population study to define the incidence and survival of multiple myeloma in a National Health Service Region in UK","year":2004,"lang":"en","type":"article","venue":"British Journal of Haematology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":143,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Incidence (geometry); Population; Epidemiology; Multiple myeloma; Cancer registry; Demography; Clinical trial; Pediatrics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000806318,0.00006684389,0.000446815,0.0002614509,0.00003983896,0.000009172363,0.00007897672,0.00003257778,0.000003542208],"category_scores_gemma":[0.00089138,0.00005699863,0.00002720612,0.0003552963,0.00002951214,0.00006786437,0.00004337823,0.0002057248,0.000001035267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001569997,"about_ca_system_score_gemma":0.0002708037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0148773,"about_ca_topic_score_gemma":0.1089963,"domain_scores_codex":[0.9985518,0.0002241795,0.000553682,0.0001179121,0.0003724332,0.0001800056],"domain_scores_gemma":[0.9992365,0.0001800181,0.0002056164,0.00006879665,0.0002027078,0.0001064157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006055098,0.0005448445,0.9860469,0.00005945256,0.00003038074,0.007870803,0.00104965,0.00009753367,0.00003008731,0.00007669823,0.00002072152,0.003567429],"study_design_scores_gemma":[0.006502968,0.0006864399,0.9518962,0.0005545962,0.000005327732,0.03885233,0.0008619734,0.0000602826,0.00001818185,0.0005243304,0.00000295304,0.00003443126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935992,0.0007680492,0.0000561901,0.005013166,0.00003509063,0.0005104682,0.000003238099,0.000002121631,0.00001247637],"genre_scores_gemma":[0.9989654,0.0001164532,0.0006172917,0.0002601097,0.00001849505,0.000009103427,0.000004567651,0.000006184707,0.000002392596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09411895,"threshold_uncertainty_score":0.9916827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04283329685836419,"score_gpt":0.3484106212694448,"score_spread":0.3055773244110806,"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."}}