{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1156978,0.001995562,0.004091159,0.005383176,0.0006140756,0.004183469,0.002072864,0.001413817,0.003184137],"category_scores_gemma":[0.2794476,0.000514361,0.004272549,0.004041454,0.0009334196,0.002345678,0.003259708,0.002993678,0.0009496966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002100351,"about_ca_system_score_gemma":0.006349517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007710393,"about_ca_topic_score_gemma":0.0008451242,"domain_scores_codex":[0.8640956,0.09426492,0.01647877,0.003911836,0.02015719,0.001091791],"domain_scores_gemma":[0.7558682,0.1639688,0.03327539,0.006884725,0.03721487,0.002787953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01306587,0.001226715,0.1344176,0.01184694,0.01616425,0.0001875969,0.000283268,0.07891781,0.003046684,0.01838009,0.03051518,0.6919481],"study_design_scores_gemma":[0.01864162,0.01805779,0.1158682,0.005283765,0.01043809,0.0008465344,0.0002367405,0.7112858,0.008244853,0.04540473,0.06522128,0.0004705579],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09510365,0.01463143,0.8327212,0.008740101,0.001426382,0.01842237,0.01339353,0.003995358,0.01156602],"genre_scores_gemma":[0.4608516,0.003219484,0.4938886,0.002801832,0.0007299766,0.02557107,0.01153533,0.0003430645,0.00105924],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1156978,"threshold_uncertainty_score":0.6118759,"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."}}