{"id":"W4417304457","doi":"10.1093/rheumatology/keaf649","title":"International development and validation of a multilingual bank of items for the self-assessment of essential knowledge by systemic lupus erythematosus patients: the SLE Knowledge Assessment score (SLAKE)","year":2025,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"European Commission","keywords":"MEDLINE; Disease; Clinical trial; Systemic lupus erythematosus; Randomized controlled trial; International standard","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01383016,0.0005342769,0.0007096863,0.0028587,0.0004370583,0.0009812462,0.00104585,0.0007162231,0.002856134],"category_scores_gemma":[0.01952226,0.0002895681,0.001132046,0.001504075,0.000487328,0.0009652012,0.002313287,0.000960184,0.001013703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007987702,"about_ca_system_score_gemma":0.002009248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136525,"about_ca_topic_score_gemma":0.002002465,"domain_scores_codex":[0.9918538,0.00345735,0.001521466,0.0006076813,0.002274002,0.0002856605],"domain_scores_gemma":[0.9796057,0.00783554,0.004159367,0.0009843564,0.00647665,0.0009383268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001269012,0.000955975,0.8550637,0.0005083581,0.0004594947,0.0001163762,0.001249363,0.001119791,0.002166315,0.0004601186,0.004086856,0.1325448],"study_design_scores_gemma":[0.0004334928,0.001399371,0.9854019,0.0003331935,0.0001369072,0.0004877704,0.0006249442,0.002695239,0.001693964,0.000321477,0.006422989,0.00004884451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616647,0.001198984,0.01533698,0.0004856393,0.0001342913,0.003837332,0.006281689,0.0001714101,0.01088901],"genre_scores_gemma":[0.9465443,0.0007190182,0.03208999,0.0002148048,0.00005063988,0.007626454,0.01027294,0.00004854766,0.00243336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01383016,"threshold_uncertainty_score":0.07314175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0188899972535722,"score_gpt":0.3419592753128651,"score_spread":0.3230692780592929,"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."}}