{"id":"W2740429878","doi":"10.3899/jrheum.170179","title":"Malignancy in Pediatric-onset Systemic Lupus Erythematosus","year":2017,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"National Cancer Institute","keywords":"Medicine; Cohort; Incidence (geometry); Cancer; Cancer registry; Population; Internal medicine; Malignancy; Epidemiology; Cohort study; Pediatrics; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004142285,0.00018882,0.0002888831,0.0008511519,0.0002070957,0.0003734578,0.0001864439,0.0001855666,0.0013336],"category_scores_gemma":[0.001586371,0.0001437902,0.0002796948,0.001173474,0.0002020942,0.0003624967,0.000291096,0.0003169759,0.0001605795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002730195,"about_ca_system_score_gemma":0.0003915292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002392858,"about_ca_topic_score_gemma":0.002457445,"domain_scores_codex":[0.9996514,0.00007820057,0.00004122331,0.0001003565,0.00008342686,0.00004535598],"domain_scores_gemma":[0.9984642,0.0001915182,0.001093616,0.00003907186,0.0001052729,0.0001064156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001521407,0.000005963293,0.997722,0.00001461699,0.0000122939,0.0001762203,0.00003202955,0.0000398061,0.0001113499,0.00001105422,0.0000993886,0.001760133],"study_design_scores_gemma":[0.000003830465,0.00005046485,0.9962907,0.00001808223,0.00001641331,0.002883445,0.0001001337,0.00009682345,0.00009624301,0.00001793454,0.0004245208,0.000001458106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971573,0.001247596,0.0002473388,0.00005984994,0.000005583629,0.00001174355,0.0007023786,0.00001330846,0.000554746],"genre_scores_gemma":[0.9982563,0.0008413602,0.0002226263,0.00002182812,0.00001189267,0.000009670352,0.0005794674,0.000002761314,0.00005412362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002392858,"threshold_uncertainty_score":0.004757822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02590222384601881,"score_gpt":0.3079031648739249,"score_spread":0.2820009410279061,"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."}}