{"id":"W4410513088","doi":"10.3899/jrheum.2025-0390.pv146","title":"DEVELOPMENT, VALIDATION AND PERFORMANCE OF A PATIENT KNOWLEDGE ASSESSMENT TOOL FOR ASSESSING THE IMMEDIATE AND SHORT-TERM IMPACT OF AN INFORMATION COURSE IN SYSTEMIC LUPUS ERYTHEMATOSUS","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":"","funders":"","keywords":"Medicine; Term (time); Intensive care medicine; Lupus erythematosus; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02110538,0.0004089793,0.0006346717,0.001801406,0.0003770117,0.001194297,0.0008047075,0.001031499,0.001652712],"category_scores_gemma":[0.02940853,0.0003293417,0.00125219,0.0009271535,0.000412181,0.001288955,0.00105771,0.001012966,0.0006247301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007487611,"about_ca_system_score_gemma":0.001604592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005563534,"about_ca_topic_score_gemma":0.000799047,"domain_scores_codex":[0.9889827,0.005522313,0.001927759,0.0004071881,0.002805925,0.0003541433],"domain_scores_gemma":[0.9667173,0.02139938,0.003965002,0.001190376,0.005959226,0.0007686755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001790852,0.006285922,0.6032771,0.001068735,0.0003830899,0.0002720863,0.00363356,0.001738529,0.004944376,0.0004970532,0.004378853,0.3717298],"study_design_scores_gemma":[0.000726409,0.009453082,0.9646619,0.000672754,0.0002753036,0.0006692696,0.002259029,0.009097692,0.004962585,0.0004511796,0.00665239,0.0001183772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831708,0.0003167195,0.007216288,0.0004594147,0.00009175552,0.004536853,0.0008444101,0.0001026781,0.003261103],"genre_scores_gemma":[0.9336921,0.0004790878,0.05671909,0.0002934166,0.00005908195,0.006148666,0.001427488,0.0000218195,0.001159206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02110538,"threshold_uncertainty_score":0.1116173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01752040572113247,"score_gpt":0.3530493659350371,"score_spread":0.3355289602139046,"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."}}