{"id":"W2518549838","doi":"10.1182/blood.v126.23.5630.5630","title":"National Trend in Splenectomy for Splenic Marginal Zone Lymphoma (SMZL): An Analysis of Surveillance, Epidemiology and End Results (SEER) Database","year":2015,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Splenectomy; Splenic marginal zone lymphoma; Surveillance, Epidemiology, and End Results; Population; Poisson regression; Epidemiology; Rituximab; Database; Internal medicine; Surgery; Cancer registry; Lymphoma","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002029231,0.0001467216,0.0005790339,0.002653853,0.0001460457,0.0005068291,0.0004345013,0.0002574054,0.001033142],"category_scores_gemma":[0.005334798,0.0001770357,0.0007272055,0.005477547,0.0001162326,0.0005514551,0.0004826378,0.0005100921,0.0001912385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004776441,"about_ca_system_score_gemma":0.0004449899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00554116,"about_ca_topic_score_gemma":0.006360963,"domain_scores_codex":[0.9974815,0.0006750529,0.0006085158,0.0006172796,0.0004761073,0.0001415787],"domain_scores_gemma":[0.9943174,0.001257931,0.003094097,0.0003765915,0.0007332754,0.0002207652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001400975,0.00001451603,0.995499,0.0001098592,0.0003594992,0.00003591727,0.0000293135,0.0002170977,0.0001049158,0.00008480057,0.001279816,0.002125225],"study_design_scores_gemma":[0.00001483422,0.00004189391,0.9964814,0.00003899802,0.0001626785,0.0002269431,0.0001101971,0.00145563,0.0000974096,0.00006740349,0.001295714,0.000006851298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383536,0.003898484,0.0006730754,0.000295104,0.00002684722,0.00004560173,0.05517395,0.00004447491,0.001488862],"genre_scores_gemma":[0.9599835,0.001144137,0.0008403578,0.0001196856,0.00002351159,0.00008984411,0.03759138,0.00001651954,0.000191222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00554116,"threshold_uncertainty_score":0.0110178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06159040810683565,"score_gpt":0.3401359786315019,"score_spread":0.2785455705246662,"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."}}