{"id":"W4376131731","doi":"10.1177/09612033231175268","title":"Increased frequency of hospital admissions with active systemic lupus erythematosus disease activity defined by two different disease activity indices: A cohort study","year":2023,"lang":"en","type":"article","venue":"Lupus","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Ministry of Science and Technology, Taiwan","keywords":"Medicine; Internal medicine; Rheumatology; Cohort; Disease; Medical record; Multivariate analysis; Systemic lupus erythematosus; Systemic disease; Lupus erythematosus; Immunology; Antibody","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":[0.001079758,0.0005379381,0.0005302325,0.0008630481,0.000661156,0.001040763,0.0004986984,0.0006481258,0.001238539],"category_scores_gemma":[0.002036628,0.0005631099,0.0009171588,0.0009931201,0.0002865769,0.0007862602,0.0006577725,0.001122366,0.0002438175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003072895,"about_ca_system_score_gemma":0.000508258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007293405,"about_ca_topic_score_gemma":0.006198524,"domain_scores_codex":[0.999128,0.0002000718,0.00008881056,0.0002847553,0.0001352263,0.0001630715],"domain_scores_gemma":[0.9984289,0.0001808964,0.0005340482,0.000266107,0.0001808238,0.0004092378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001363919,0.00004671715,0.9989422,0.000003177663,0.00008158462,0.00008394809,0.00006600355,0.00001520281,0.0001329323,0.00001054755,0.0000502763,0.0004310426],"study_design_scores_gemma":[0.00001995636,0.0001916901,0.998578,0.000004617407,0.00006422326,0.000449671,0.0002371707,0.0002586327,0.00004017521,0.00002030565,0.0001265574,0.000009075118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99943,0.00009764782,0.0001210973,0.00002029019,0.000009212602,0.00001125667,0.0001875823,0.000003301172,0.0001196743],"genre_scores_gemma":[0.9994016,0.00008124944,0.00009166335,0.00002662874,0.00001530625,0.00001390684,0.0002395839,0.000002787243,0.0001273239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007293405,"threshold_uncertainty_score":0.01450193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01550892926838591,"score_gpt":0.2889858173880404,"score_spread":0.2734768881196544,"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."}}