{"id":"W4407597269","doi":"10.1016/j.autrev.2025.103773","title":"Framework for implementing treat-to-target in systemic lupus erythematosus routine clinical care: consensus statements from an international task force","year":2025,"lang":"en","type":"review","venue":"Autoimmunity Reviews","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Krembil Foundation","funders":"","keywords":"Task force; Medicine; Task (project management); Systemic lupus erythematosus; Intensive care medicine; Consensus conference; Political science; Pathology; Internal medicine; Engineering; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008086898,0.001208883,0.008707984,0.0009416277,0.0002531293,0.000166242,0.001782978,0.0009531793,0.0002070699],"category_scores_gemma":[0.007631849,0.0009671415,0.00185799,0.001139129,0.0001231866,0.0001599014,0.0009553937,0.002012082,0.0002797376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001761392,"about_ca_system_score_gemma":0.001856861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004886956,"about_ca_topic_score_gemma":0.00009801269,"domain_scores_codex":[0.9854462,0.003836036,0.006989231,0.001557652,0.0008609118,0.001309969],"domain_scores_gemma":[0.9889114,0.004592228,0.002180236,0.003247909,0.0005956911,0.000472487],"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":[0.0002343921,0.0005013787,0.01395465,0.1949808,0.001140682,0.0001566797,0.001968578,5.102382e-7,0.000003011478,0.0005041236,0.002431267,0.7841239],"study_design_scores_gemma":[0.002596878,0.0002537927,0.00001807729,0.2328199,0.001250199,0.002076182,0.0009803438,0.00003181672,6.884146e-7,0.0001908797,0.7592304,0.0005508945],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001405726,0.9730353,0.001558391,0.000120837,0.002342155,0.01876051,0.001664097,0.0001503671,0.0009626071],"genre_scores_gemma":[0.0001218019,0.9702983,0.01568338,0.0002370137,0.0005625701,0.003823433,0.006198092,0.0001992883,0.002876098],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.783573,"threshold_uncertainty_score":0.9992779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1548210497682178,"score_gpt":0.5082430515895235,"score_spread":0.3534220018213057,"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."}}