{"id":"W2070098787","doi":"10.1002/cncr.10396","title":"A population‐based study of pediatric anaplastic large cell lymphoma","year":2002,"lang":"en","type":"article","venue":"Cancer","topic":"CNS Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's & Women's Health Centre of British Columbia; BC Children's Hospital","funders":"","keywords":"Medicine; Incidence (geometry); Population; Anaplastic large-cell lymphoma; Pediatrics; Lymphoma; CD30; Disease; Demography; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002509217,0.00009803873,0.0002165059,0.0001058631,0.00003803192,0.000004142258,0.00003391478,0.00003219063,0.001131862],"category_scores_gemma":[0.00001361333,0.00007967354,0.00005968177,0.0002557632,0.000005119403,0.00002128914,0.00001153937,0.00001939679,0.00003972267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001777297,"about_ca_system_score_gemma":0.00003534435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003062744,"about_ca_topic_score_gemma":0.0001820377,"domain_scores_codex":[0.9993019,0.00001565798,0.0001762806,0.000168112,0.0001900625,0.0001479525],"domain_scores_gemma":[0.9995486,0.0000460452,0.00007466118,0.0002046706,0.00004808105,0.00007791249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004401853,0.007406556,0.9857145,0.00005944529,0.00003772673,0.00003683484,0.0002590125,0.00005444241,0.000008714652,0.000004911567,0.002099702,0.004274113],"study_design_scores_gemma":[0.01218467,0.0006596578,0.9848784,0.00001706829,0.000408499,0.000001091649,0.00010963,0.0009553362,0.0001656524,0.000001621991,0.0005432142,0.00007520746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967063,0.002210369,0.000005664881,0.00006921477,0.0001309106,0.0003605279,0.00002644665,0.00002431,0.0004662343],"genre_scores_gemma":[0.9990916,0.00009585755,0.00003358573,0.0001263344,0.0001593847,0.000116737,0.00001092396,0.00001549702,0.0003500575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01214065,"threshold_uncertainty_score":0.9997813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02549924494234063,"score_gpt":0.2803790623603857,"score_spread":0.2548798174180451,"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."}}