{"id":"W4399481287","doi":"10.1136/annrheumdis-2024-eular.1245","title":"OP0118 BASELINE AND PRE-BIOLOGIC PREDICTORS OF DIFFICULT-TO-TREAT RHEUMATOID ARTHRITIS WITH RECENT ONSET DISEASE","year":2024,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Rheumatoid arthritis; Baseline (sea); Medicine; Disease; Internal medicine; Biology","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":[0.000429355,0.0003900442,0.0005278848,0.0006440016,0.000373438,0.0009961477,0.0004333197,0.000690176,0.008296015],"category_scores_gemma":[0.003239248,0.0001997981,0.0006360873,0.0009102091,0.0002698298,0.0005779956,0.0003633628,0.001599246,0.0007731598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003871189,"about_ca_system_score_gemma":0.0004948268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003314798,"about_ca_topic_score_gemma":0.004778103,"domain_scores_codex":[0.9994907,0.00008288558,0.00006878608,0.00007749051,0.000139675,0.000140444],"domain_scores_gemma":[0.9971688,0.0005824918,0.001343171,0.00008663551,0.0001950459,0.0006238834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002496974,0.0002016487,0.9898393,0.00008463951,0.0003028246,0.0004224604,0.00003309733,0.0001000215,0.0008153229,0.0001004734,0.0007084722,0.004894894],"study_design_scores_gemma":[0.00006707362,0.0003310007,0.9973376,0.00002844692,0.0001177331,0.0008053261,0.00007228317,0.0001682722,0.00008422389,0.00007864933,0.0008995163,0.000009823017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987193,0.002821745,0.0002100415,0.0004274327,0.0001489591,0.00002629065,0.001942455,0.00002012267,0.007209894],"genre_scores_gemma":[0.9963657,0.000367499,0.000148379,0.0001181647,0.0001275024,0.00001331213,0.001241197,0.000006979963,0.001611336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008296015,"threshold_uncertainty_score":0.02775294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02021581392637119,"score_gpt":0.2888861978765308,"score_spread":0.2686703839501596,"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."}}