{"id":"W4399484435","doi":"10.1136/annrheumdis-2024-eular.6058","title":"AB0634 PREDICTORS OF CDAI TRAJECTORIES IN RHEUMATOID ARTHRITIS PATIENTS TREATED WITH ABATACEPT: A REAL-WORLD STUDY","year":2024,"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":"Bristol-Myers Squibb (Canada); Centre hospitalier de l'Université Laval; Montreal Clinical Research Institute; McGill University; Western University; GDI Integrated Facility Services (Canada)","funders":"","keywords":"Abatacept; Rheumatoid arthritis; Medicine; Physical therapy; Real world data; Internal medicine; Computer science; Data science","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":[0.0004844319,0.0004186851,0.0005571282,0.0005551229,0.0006620844,0.001150817,0.0003853804,0.0007338515,0.001616872],"category_scores_gemma":[0.002124069,0.0003431694,0.0007727904,0.001548841,0.0003268587,0.000663086,0.0005048241,0.001028233,0.0003232842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004526819,"about_ca_system_score_gemma":0.0004280385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007090602,"about_ca_topic_score_gemma":0.007067753,"domain_scores_codex":[0.9994237,0.0001983039,0.00006272941,0.0001231444,0.0000771376,0.0001149134],"domain_scores_gemma":[0.9985511,0.0003042182,0.0006109473,0.00009030115,0.0001506305,0.0002928831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005174833,0.0001317836,0.9977471,0.00001722848,0.0001300005,0.00007548884,0.00008786489,0.00004586387,0.0001300414,0.00001871374,0.0001309264,0.0009674194],"study_design_scores_gemma":[0.00004451387,0.0002565334,0.9982762,0.00001366751,0.0001096656,0.0002029991,0.0003271851,0.0004399365,0.00003767373,0.0000378746,0.000242997,0.00001080088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989246,0.000281478,0.00004713947,0.00004351999,0.000008784345,0.000007570774,0.0004090573,0.000002095992,0.0002757611],"genre_scores_gemma":[0.9993209,0.0001125682,0.00005399214,0.00002732957,0.00001269486,0.000007667521,0.0003817685,0.000001427661,0.00008155828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007090602,"threshold_uncertainty_score":0.01409864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02710803090291798,"score_gpt":0.3133777249696407,"score_spread":0.2862696940667227,"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."}}