{"id":"W4379523317","doi":"10.1136/annrheumdis-2023-eular.2819","title":"POS0471 SPECIFIC SYMPTOM CLUSTERS AT DIAGNOSIS SIGNAL A POORER EARLY RA PROGNOSIS: DATA FROM THE CANADIAN EARLY ARTHRITIS COHORT","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Canadian Rheumatology Association; Western University; University of Calgary; McGill University; Université de Sherbrooke; McGill University Health Centre","funders":"Pfizer Pharmaceuticals; Pfizer Canada; Bristol-Myers Squibb; Samsung; Norges Forskningsråd; Genentech; Innovationsfonden; Merck Canada; Medac; NordForsk; Celltrion; Regeneron Pharmaceuticals; Sanofi Genzyme; AbbVie Canada; Sandoz Canada; Eli Lilly Canada; F. Hoffmann-La Roche; Gilead Sciences; Sanofi; Amgen; Pfizer; Celgene; AstraZeneca; Eli Lilly and Company","keywords":"Medicine; Cohort; Latent class model; Depression (economics); Anxiety; Internal medicine; Arthritis; Rheumatology; Physical therapy; Psychiatry","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":[0.0008520542,0.001044548,0.000838334,0.001728243,0.003145647,0.001992222,0.00161744,0.001112069,0.005951222],"category_scores_gemma":[0.00295967,0.0006557679,0.001134573,0.003840491,0.0008185179,0.000520793,0.001073076,0.001823352,0.0007074687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005878028,"about_ca_system_score_gemma":0.01321662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9505723,"about_ca_topic_score_gemma":0.9715749,"domain_scores_codex":[0.9985414,0.0001003972,0.00005870009,0.0002832268,0.0003868406,0.0006295126],"domain_scores_gemma":[0.9977974,0.0001421365,0.0004192946,0.0001891977,0.0009198237,0.0005322125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002814653,0.00002534012,0.9919782,0.00003140753,0.0002149711,0.0001428939,0.0003348421,0.00009018772,0.0004532085,0.0001473569,0.003749365,0.002550659],"study_design_scores_gemma":[0.00001538872,0.00001414434,0.9976615,0.00002179676,0.00008683783,0.000166994,0.0004372052,0.00009830364,0.00003468546,0.00005835718,0.001388308,0.00001663105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736597,0.00173836,0.0002439972,0.000766324,0.00009047332,0.00004331942,0.01759154,0.00003094866,0.005835379],"genre_scores_gemma":[0.9903712,0.0007374978,0.0002044447,0.0002504782,0.00003796395,0.00002200559,0.006268393,0.00002472612,0.00208334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04942775,"threshold_uncertainty_score":0.09943759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07968141203749698,"score_gpt":0.312977785244127,"score_spread":0.23329637320663,"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."}}