{"id":"W2953226909","doi":"10.1136/annrheumdis-2019-eular.4302","title":"FRI0178 CLUSTER PROFILING OF PATIENTS IN A REAL-WORLD DATA SET WITH SYSTEMIC LUPUS ERYTHEMATOSUS AND THEIR ASSOCIATED TREATMENTS","year":2019,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Cluster (spacecraft); Internal medicine; Rheumatoid arthritis","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":[0.001027756,0.0004911417,0.0007654072,0.001856116,0.000473083,0.0008902831,0.0007450116,0.0009247044,0.002640766],"category_scores_gemma":[0.005537065,0.0001724548,0.001086723,0.001906644,0.0002563948,0.0003883501,0.0005998614,0.0005868859,0.0009184456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007122295,"about_ca_system_score_gemma":0.0008297849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01737641,"about_ca_topic_score_gemma":0.02277042,"domain_scores_codex":[0.9989147,0.0002281298,0.0001142462,0.0003844078,0.0001666731,0.0001918617],"domain_scores_gemma":[0.9975739,0.001036927,0.0003916311,0.0003605196,0.0003504143,0.0002866123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004468282,0.0004229877,0.8654676,0.0004739077,0.001354741,0.000994199,0.000357139,0.01361498,0.004713066,0.0009450259,0.06171088,0.04547712],"study_design_scores_gemma":[0.0003208258,0.0005449392,0.910388,0.0001073137,0.0004228757,0.001845764,0.0008712419,0.04545614,0.002157831,0.001562039,0.03621697,0.0001059716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8249888,0.001238886,0.002561766,0.001266485,0.0001359149,0.00007762167,0.1675371,0.000576604,0.001616885],"genre_scores_gemma":[0.7415034,0.0003439366,0.007225443,0.0003106535,0.00009221814,0.0001249132,0.2490723,0.00007031333,0.001256849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01737641,"threshold_uncertainty_score":0.03455055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06282818663445129,"score_gpt":0.3348074105706351,"score_spread":0.2719792239361838,"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."}}