{"id":"W2091615775","doi":"10.1186/ar3993","title":"Hospitalizations in patients with systemic lupus erythematosus: updated analyses from 2006 to 2011","year":2012,"lang":"en","type":"article","venue":"Arthritis Research & Therapy","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Canadian Arthritis Network; National Institutes of Health; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Arthritis Society; Lupus Research Alliance","keywords":"Rheumatology; Medicine; Internal medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001449284,0.000325541,0.000741918,0.001193997,0.0002156331,0.0001095197,0.0004077523,0.0001821672,0.001474525],"category_scores_gemma":[0.0002380747,0.0002485595,0.0001014922,0.001823296,0.0002130366,0.0004513957,0.0001435198,0.0005456908,0.001574293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004414489,"about_ca_system_score_gemma":0.0002804226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00161926,"about_ca_topic_score_gemma":0.0002960085,"domain_scores_codex":[0.9941739,0.0007466351,0.0006639247,0.0006220317,0.00224764,0.001545896],"domain_scores_gemma":[0.9965069,0.0003256816,0.00008970835,0.001145603,0.001115555,0.0008165574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009522816,0.0009517027,0.9712437,0.00004921025,0.0001994555,0.00004716562,0.003062948,0.000007091889,0.002098966,0.00009066112,0.01810253,0.00319432],"study_design_scores_gemma":[0.05618091,0.005891701,0.8761749,0.009072338,0.00005669126,0.002807781,0.01147682,0.00013021,0.007771477,0.0004356835,0.0281735,0.001827972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832062,0.01120157,0.000150386,0.0004782037,0.0002028874,0.003335771,0.0001236972,0.000111563,0.001189695],"genre_scores_gemma":[0.9947791,0.002000508,0.0005272209,0.0001517726,0.0002330687,0.0005352785,0.0003696725,0.0001190605,0.001284337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09506875,"threshold_uncertainty_score":0.9999967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04941048735104609,"score_gpt":0.3569742758480126,"score_spread":0.3075637884969665,"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."}}