{"id":"W2796543417","doi":"10.1002/art.40522","title":"Development and Validation of a Novel Evidence‐Based Lupus Multivariable Outcome Score for Clinical Trials","year":2018,"lang":"en","type":"article","venue":"Arthritis & Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada; University of Calgary; McGill University Health Centre","funders":"Lupus Research Alliance","keywords":"Medicine; Belimumab; BLISS; Systemic lupus erythematosus; Clinical trial; Internal medicine; Logistic regression; Placebo; Randomized controlled trial; Prednisone; Disease; Immunology; Pathology; Alternative medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008059521,0.0001709259,0.001484314,0.0002068383,0.0001082237,0.00001704523,0.0001234411,0.0002625873,0.0001012424],"category_scores_gemma":[0.02025978,0.0001422106,0.0001497468,0.0001643285,0.000430881,0.0001111329,0.00007917479,0.0001391532,0.00002875276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005184337,"about_ca_system_score_gemma":0.0005925859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005818866,"about_ca_topic_score_gemma":0.0000427948,"domain_scores_codex":[0.9962621,0.0004098826,0.00217933,0.0004585684,0.000311052,0.0003790463],"domain_scores_gemma":[0.9930722,0.005252635,0.0005300706,0.000380747,0.0005778184,0.0001864903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.001002955,0.0002505441,0.9745213,0.000853576,0.000130699,0.000006065659,0.0006221019,3.007285e-7,0.003106248,0.001192285,0.001219349,0.01709453],"study_design_scores_gemma":[0.3045877,0.01406551,0.07034768,0.08855782,0.0009286588,0.1005061,0.005362757,0.02342552,0.3022832,0.001438712,0.08534666,0.00314967],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785876,0.001906078,0.01615232,0.0006770869,0.0008373426,0.001713948,0.00001322207,0.00004570849,0.00006671956],"genre_scores_gemma":[0.9425408,0.0004899554,0.05635582,0.0001218533,0.00006573665,0.0002266409,0.00002338799,0.00002826827,0.0001475492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9041737,"threshold_uncertainty_score":0.987993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3889701986935157,"score_gpt":0.4870650379995271,"score_spread":0.09809483930601143,"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."}}