{"id":"W4399482599","doi":"10.1136/annrheumdis-2024-eular.5919","title":"POS0031 VARIABILITY IN INITIAL MTX RESPONSE IN NEWLY DIAGNOSED RA PATIENTS WITH DISTINCT PRO SYMPTOM CLUSTERS: A LONGITUDINAL ANALYSIS OF THE CANADIAN EARLY ARTHRITIS COHORT","year":2024,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke; University of Calgary; McGill University; Arthritis Research Centre of Canada; University of Manitoba; Western University","funders":"","keywords":"Cohort; Arthritis; Medicine; Longitudinal study; Internal medicine; Physical therapy; Pediatrics; Demography; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001325984,0.0008743565,0.0007618502,0.001487498,0.002669045,0.001743697,0.001984079,0.001220875,0.00289214],"category_scores_gemma":[0.003133651,0.0006911252,0.001261456,0.003537024,0.000822696,0.0005573191,0.00116548,0.00189971,0.0003879045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007768868,"about_ca_system_score_gemma":0.009865457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9452147,"about_ca_topic_score_gemma":0.9458862,"domain_scores_codex":[0.9984236,0.0001440046,0.00006595514,0.0004249396,0.0003815118,0.0005600787],"domain_scores_gemma":[0.9974049,0.00022001,0.0005819339,0.0002696392,0.0009809001,0.0005426342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003939431,0.00003693914,0.9944792,0.00001670353,0.0002631858,0.0001552206,0.0005466224,0.0001326709,0.0005318133,0.0001463433,0.001044311,0.002252972],"study_design_scores_gemma":[0.000008314977,0.00001996895,0.9988166,0.000009101159,0.00004692144,0.00008070415,0.0003071136,0.0001478124,0.00002737673,0.00002342599,0.0004982465,0.00001436391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923283,0.0007534124,0.0001324524,0.0002755198,0.00002760646,0.00002371911,0.005012798,0.00001517529,0.001431032],"genre_scores_gemma":[0.995739,0.0003436604,0.0001686751,0.0001167919,0.0000157828,0.00001780375,0.002562714,0.00001725987,0.001018345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05478525,"threshold_uncertainty_score":0.1102157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01918234552432721,"score_gpt":0.2964861056709473,"score_spread":0.2773037601466201,"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."}}