{"id":"W4410559246","doi":"10.33590/emjrheumatol/lrur9824emj","title":"Evolving Strategies in Lupus Care: Is Earlier Sustained Remission Now Within Reach?","year":2025,"lang":"en","type":"article","venue":"EMJ Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"AstraZeneca UK","keywords":"Systemic lupus erythematosus; Medicine; Psychology; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03851396,0.0008512837,0.00204932,0.001660386,0.004485691,0.013724,0.003261984,0.01648301,0.01039214],"category_scores_gemma":[0.05484969,0.0005230273,0.001393238,0.001260553,0.008866028,0.02086235,0.01055417,0.027991,0.003265084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007657123,"about_ca_system_score_gemma":0.02895757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007975679,"about_ca_topic_score_gemma":0.01339646,"domain_scores_codex":[0.9757717,0.01286148,0.00200899,0.001366857,0.005008606,0.002982424],"domain_scores_gemma":[0.9379925,0.02539674,0.003368439,0.001891998,0.008502605,0.02284787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003744479,0.0008501026,0.005211897,0.004436695,0.0002716251,0.001222109,0.0079483,0.0006545402,0.0008738895,0.0605105,0.3384294,0.5792165],"study_design_scores_gemma":[0.000329172,0.0009615144,0.007815063,0.01485863,0.0001678712,0.001538482,0.01990905,0.0005337769,0.0003755917,0.1326268,0.8206692,0.0002148297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.00119903,0.05823386,0.001154992,0.9307181,0.005102757,0.00002240054,0.00002287084,0.00007263329,0.003473237],"genre_scores_gemma":[0.07556216,0.2169903,0.01802219,0.6575233,0.0268453,0.0003215029,0.0001532045,0.0001571996,0.004424758],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03851396,"threshold_uncertainty_score":0.2036837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01196345319077605,"score_gpt":0.3146135695188084,"score_spread":0.3026501163280323,"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."}}