{"id":"W2981997270","doi":"10.1002/acr2.11086","title":"Palindromic Rheumatism Frequently Precedes Early Rheumatoid Arthritis: Results From an Incident Cohort","year":2019,"lang":"en","type":"article","venue":"ACR Open Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; University of Calgary; Mount Sinai Hospital; Southlake Regional Health Center; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; University of Manitoba; Centre Hospitalier Universitaire de Sherbrooke; Western University; University of Toronto; Université de Sherbrooke; Université Laval; McGill University","funders":"Janssen Biotech; AbbVie Canada; Sanofi Genzyme; Pfizer Canada; Sanofi; Amgen; Pfizer; Bristol-Myers Squibb Canada; Bristol-Myers Squibb","keywords":"Medicine; Rheumatoid arthritis; Cohort; Logistic regression; Joint pain; Internal medicine; Arthritis; Physical therapy; Pediatrics","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":[0.001377495,0.0006428172,0.002010077,0.0003348988,0.000341538,0.0005599129,0.001534282,0.0005070199,0.003336666],"category_scores_gemma":[0.0006895142,0.0006088887,0.0002301199,0.0003389124,0.000420346,0.001496194,0.0007910499,0.0008423174,0.004956153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001616767,"about_ca_system_score_gemma":0.0005921949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03509418,"about_ca_topic_score_gemma":0.002901387,"domain_scores_codex":[0.9938044,0.0006275222,0.001795457,0.001578282,0.0008843309,0.001310014],"domain_scores_gemma":[0.9954692,0.0006322831,0.0005794796,0.002166092,0.0003257458,0.0008272461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003479339,0.0007758016,0.9425732,0.00005929604,0.001172914,0.0003224831,0.006062961,0.000008818182,0.002709937,0.006016912,0.005978024,0.03084034],"study_design_scores_gemma":[0.0376653,0.003134228,0.9150404,0.005369718,0.00002001075,0.004034269,0.002634966,0.0007650196,0.003785378,0.01161006,0.01426583,0.001674766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784124,0.009378281,0.00004101159,0.001421948,0.000838124,0.003251471,0.0003241042,0.0002947586,0.006037882],"genre_scores_gemma":[0.8758231,0.1204032,0.001533835,0.0003254811,0.0000221807,0.00029375,0.001060714,0.0001305771,0.0004072031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1110249,"threshold_uncertainty_score":0.9996362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0163763901556338,"score_gpt":0.2979541711231337,"score_spread":0.2815777809674999,"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."}}