{"id":"W4293239262","doi":"10.1136/lupus-2022-000712","title":"Generation of evidence supporting the content validity of SF-36, FACIT-F, and LupusQoL, and novel patient-reported symptom items for use in patients with systemic lupus erythematosus (SLE) and SLE with lupus nephritis (LN)","year":2022,"lang":"en","type":"article","venue":"Lupus Science & Medicine","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Janssen Biotech","keywords":"Medicine; Content validity; Internal medicine; Clinical psychology; Psychometrics","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":[],"consensus_categories":[],"category_scores_codex":[0.003398399,0.0003705134,0.001065188,0.0005554595,0.0004653832,0.00006064266,0.0002951477,0.00007742982,0.0000135243],"category_scores_gemma":[0.001918511,0.0002061153,0.0000448664,0.001221373,0.002041657,0.0006347052,0.0002835511,0.0003242681,1.284551e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002817694,"about_ca_system_score_gemma":0.0004466834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000799106,"about_ca_topic_score_gemma":0.0002102074,"domain_scores_codex":[0.9943895,0.0001950986,0.001364343,0.0009374818,0.00242665,0.000686952],"domain_scores_gemma":[0.995758,0.00097526,0.001114577,0.000732716,0.001084776,0.0003346903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001113536,0.0001564701,0.9394714,0.001135177,0.00005456929,0.00002881081,0.009470367,0.00004262256,0.04764652,0.00007973591,0.0001612301,0.0006395896],"study_design_scores_gemma":[0.1091732,0.04399253,0.2991998,0.04125257,0.002062822,0.2838488,0.1362635,0.061212,0.01942609,0.0001264556,0.000844424,0.002597788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919796,0.001478954,0.0008244328,0.0003935931,0.001064583,0.004163424,0.0000555504,0.00002736832,0.00001246729],"genre_scores_gemma":[0.9985891,0.0001384687,0.0004356715,0.0001016253,0.00004950323,0.0003025913,0.00003055335,0.00003949423,0.0003129983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6402715,"threshold_uncertainty_score":0.8405139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1759022677661508,"score_gpt":0.3199095326417493,"score_spread":0.1440072648755985,"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."}}