{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001042703,0.000378565,0.0003382704,0.0007138978,0.0008157907,0.001008501,0.0006833226,0.0003663728,0.001845632],"category_scores_gemma":[0.002716657,0.0003713109,0.0004989392,0.001155008,0.000288089,0.0003273633,0.000620166,0.0006045394,0.0002698429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005606576,"about_ca_system_score_gemma":0.001016972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1275941,"about_ca_topic_score_gemma":0.1397991,"domain_scores_codex":[0.9991307,0.0001342791,0.00007365327,0.0002250045,0.0002028434,0.0002336345],"domain_scores_gemma":[0.9982272,0.0002063663,0.0007089552,0.0002017751,0.0003154255,0.0003402961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005046372,0.00001630281,0.9993296,0.000003587881,0.00002310966,0.0000329834,0.00005013632,0.000008896382,0.0000662424,0.000004770681,0.00006040137,0.0003535606],"study_design_scores_gemma":[0.000005815681,0.00002963705,0.9994985,0.00000326134,0.00002224018,0.0001178895,0.0001331167,0.00003378417,0.00001879675,0.000003646183,0.0001311496,0.000002155809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998504,0.0001123507,0.000071522,0.00002208118,0.000004954361,0.00002225759,0.0008016764,0.000003441516,0.0004576622],"genre_scores_gemma":[0.9987689,0.0001004076,0.0001042129,0.00003169209,0.00001059486,0.00001907162,0.0007723707,0.00000349731,0.0001893689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1275941,"threshold_uncertainty_score":0.2537028,"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."}}