{"id":"W4409867796","doi":"10.1093/rheumatology/keaf142.187","title":"P147 Lupus damage index revision: item generation and reduction phase","year":2025,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary","funders":"","keywords":"Reduction (mathematics); Systemic lupus erythematosus; Index (typography); Statistics; Computer science; Mathematics; Medicine; Internal medicine; Disease; World Wide Web; Geometry","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":[0.07951624,0.001200697,0.001774156,0.004943829,0.001192738,0.002131054,0.002249456,0.0009455087,0.01660639],"category_scores_gemma":[0.1728953,0.00100518,0.00293026,0.005076023,0.0009886209,0.001328058,0.003418736,0.002034131,0.005287613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002419987,"about_ca_system_score_gemma":0.01299783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0018377,"about_ca_topic_score_gemma":0.002262206,"domain_scores_codex":[0.9243395,0.04799319,0.009514448,0.002715713,0.01424773,0.001189392],"domain_scores_gemma":[0.858113,0.07626998,0.008271309,0.01123216,0.04499575,0.001117907],"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":[0.002578414,0.001230944,0.07173201,0.01375085,0.0006837207,0.0005182183,0.007419825,0.003825505,0.003260972,0.009367327,0.1053409,0.7802914],"study_design_scores_gemma":[0.00578781,0.01033834,0.3601019,0.02363653,0.002470671,0.002832865,0.007639406,0.04007258,0.0229746,0.02954905,0.4939871,0.0006091353],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.2194959,0.004765392,0.3007485,0.008246504,0.001951248,0.3771396,0.04010267,0.002181142,0.04536917],"genre_scores_gemma":[0.2345479,0.0019886,0.4216628,0.001498422,0.0004360924,0.3083525,0.02522541,0.0004263157,0.005861928],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.07951624,"threshold_uncertainty_score":0.4205271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03086128577442864,"score_gpt":0.3457310078893277,"score_spread":0.3148697221148991,"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."}}