{"id":"W2303658165","doi":"","title":"Gender and ethnic origin have no effect on longterm outcome of childhood-onset systemic lupus erythematosus.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Cohort; Internal medicine; Rheumatology; Dialysis; Systemic lupus erythematosus; Ethnic group; Transplantation; Cohort study; Pediatrics; Disease","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001553815,0.0003892276,0.001085278,0.0004169185,0.00006393935,0.00002726082,0.0002385854,0.0002553742,0.00002716675],"category_scores_gemma":[0.0008593504,0.000285163,0.0002240116,0.0002941643,0.0001743946,0.00008400916,0.0001174492,0.0004664767,0.0001706485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004207041,"about_ca_system_score_gemma":0.0001110779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005105777,"about_ca_topic_score_gemma":0.000007828256,"domain_scores_codex":[0.9966358,0.0002045437,0.0007751542,0.0006038193,0.0009396316,0.0008410325],"domain_scores_gemma":[0.99778,0.0004444554,0.0002388941,0.0009067928,0.0001571348,0.0004726809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005342193,0.0002896589,0.9878048,0.005208653,0.0003300847,0.0002361536,0.001759235,0.000007108277,0.0002329264,0.0001796591,0.0005008821,0.002916659],"study_design_scores_gemma":[0.02131522,0.0008796092,0.8616872,0.002206359,0.0003661555,0.1068039,0.0009451066,0.00002037608,0.004719093,0.0001910685,0.0002216423,0.0006442232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884435,0.002004051,0.00002627681,0.0001422496,0.0006281577,0.004127605,0.00002628583,0.0001284177,0.004473489],"genre_scores_gemma":[0.9957891,0.0001033245,0.00004774898,0.0001470394,0.000207395,0.001382036,0.00001628267,0.00008700476,0.002220074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1261175,"threshold_uncertainty_score":0.9999601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04773164255984147,"score_gpt":0.3108266938531745,"score_spread":0.263095051293333,"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."}}