{"id":"W4406967580","doi":"10.1136/lupus-2024-001362","title":"Medication-related hospitalisations in patients with SLE","year":2025,"lang":"en","type":"article","venue":"Lupus Science & Medicine","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Polypharmacy; Pediatrics; Internal medicine; Prospective cohort study; Logistic regression; Prednisone; Generalized estimating equation; Cohort; Emergency medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.001115592,0.0002712764,0.0004404607,0.0008220083,0.0003755854,0.0006551656,0.0003722567,0.0004753153,0.002243669],"category_scores_gemma":[0.00400253,0.0002416658,0.0009342676,0.001184472,0.0002045418,0.0005807473,0.000784985,0.000839244,0.000245597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004179404,"about_ca_system_score_gemma":0.0005368523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004129491,"about_ca_topic_score_gemma":0.005121156,"domain_scores_codex":[0.9984547,0.000599578,0.0002422551,0.0003070829,0.0001848859,0.0002115333],"domain_scores_gemma":[0.995806,0.0005543999,0.003013241,0.0001212093,0.000205832,0.0002993236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007651426,0.00001582733,0.9983046,0.0000274334,0.00005001469,0.00007061582,0.0000762881,0.00004276567,0.00004733941,0.000009130267,0.00006071259,0.001218727],"study_design_scores_gemma":[0.000008793242,0.0001116267,0.9989002,0.00004560149,0.00002458942,0.0003727851,0.0001850326,0.0001392229,0.00002774266,0.00003144642,0.0001480853,0.00000480572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99701,0.001585925,0.000184466,0.0000976642,0.00001258561,0.00001869166,0.0006797437,0.000006691089,0.0004042604],"genre_scores_gemma":[0.9989138,0.0003338593,0.0001090326,0.00003484734,0.00001988816,0.00001919134,0.0004612393,0.000001393976,0.000106823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004129491,"threshold_uncertainty_score":0.008210897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043743882027836,"score_gpt":0.2891652828769763,"score_spread":0.278727844056698,"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."}}