{"id":"W4410513167","doi":"10.3899/jrheum.2025-0390.pv163","title":"PRESCRIBING OF MEDICATIONS WITH PHARMACO-GENETIC GUIDANCE IN CHILDREN AND ADOLESCENTS WITH SYSTEMIC LUPUS ERYTHEMATOSUS (SLE)","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Lupus erythematosus; Systemic disease; Systemic lupus erythematosus; Connective tissue disease; Intensive care medicine; Dermatology; Immunology; Pediatrics; Immunopathology; Internal medicine; Autoimmune disease; Antibody; Disease","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":[0.0006123304,0.0001442491,0.0003181784,0.001271825,0.000400735,0.0005272278,0.0003002165,0.0003349,0.002042052],"category_scores_gemma":[0.003281885,0.0002892717,0.0005932,0.002167488,0.0002174409,0.0005062838,0.0004398448,0.0007484821,0.0002723602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008384587,"about_ca_system_score_gemma":0.0009161466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01470618,"about_ca_topic_score_gemma":0.02197502,"domain_scores_codex":[0.9988934,0.0001607841,0.0002320417,0.0002650675,0.0002834223,0.0001652034],"domain_scores_gemma":[0.9950916,0.0006304376,0.003702214,0.0001157863,0.0001849487,0.0002749769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002556725,0.000008646127,0.9985148,0.00001522989,0.0000124084,0.00007359882,0.00006797418,0.00002544577,0.00004013817,0.00001480408,0.0001714157,0.001029964],"study_design_scores_gemma":[0.000003370579,0.00003275967,0.9985912,0.0000268941,0.00001540742,0.0006372855,0.0001830395,0.00009582781,0.00005378714,0.00001235494,0.0003450071,0.000002944035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956405,0.0004725495,0.00007572048,0.00009342762,0.000006201661,0.00001600286,0.003042097,0.000006881412,0.000646678],"genre_scores_gemma":[0.9971028,0.0006069884,0.0003059041,0.00008020766,0.00001548297,0.00003237513,0.001687206,0.000006575099,0.0001625346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01470618,"threshold_uncertainty_score":0.0292412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009315971855557515,"score_gpt":0.2765848208635973,"score_spread":0.2672688490080398,"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."}}