{"id":"W4411846614","doi":"10.3899/jrheum.2025-0314.81","title":"Baseline Power Doppler Positivity Predicts Response to Advanced Therapies in Rheumatoid Arthritis","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Rheumatoid arthritis; Power doppler; Internal medicine; Baseline (sea); Physical therapy; Surgery; Ultrasonography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005944926,0.0004866547,0.001871762,0.001646436,0.000193306,0.00123433,0.0005887462,0.0009664144,0.002432224],"category_scores_gemma":[0.01811542,0.0002735135,0.003037909,0.002408376,0.0004484024,0.0008294177,0.0003711404,0.0005904568,0.00019652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003049335,"about_ca_system_score_gemma":0.0009442586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001190472,"about_ca_topic_score_gemma":0.002475102,"domain_scores_codex":[0.9949881,0.002360251,0.001094426,0.0007157999,0.0007127121,0.0001286999],"domain_scores_gemma":[0.9784971,0.0149903,0.005146906,0.0003167707,0.0008570114,0.0001919615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008512884,0.0002301046,0.5739278,0.1365267,0.04418387,0.0002049511,0.0002434235,0.000813594,0.0006781376,0.0003181451,0.00197444,0.2323859],"study_design_scores_gemma":[0.001721892,0.00355909,0.7934761,0.06234872,0.1150674,0.001272567,0.000456337,0.002414152,0.00112787,0.00121624,0.01719423,0.00014546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07323034,0.9221523,0.0008080076,0.0008585314,0.0001735232,0.0001073869,0.001816804,0.00001649867,0.0008365323],"genre_scores_gemma":[0.8030841,0.190859,0.002023485,0.0009138656,0.001254335,0.0002141547,0.001304849,0.000009384539,0.0003368933],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005944926,"threshold_uncertainty_score":0.03144014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007520776709412708,"score_gpt":0.2798944568336531,"score_spread":0.2723736801242404,"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."}}