{"id":"W4399484688","doi":"10.1136/annrheumdis-2024-eular.4778","title":"AB0547 PATIENTS WITH DIFFICULT-TO-TREAT RHEUMATOID ARTHRITIS HAVE HIGHER LEVELS OF INFLAMMATION ON ULTRASOUND","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":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Rheumatoid arthritis; Internal medicine; Rheumatology; Synovitis; Cohort; Physical therapy","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":[0.0002268631,0.000321386,0.0004985366,0.0007586154,0.0003531437,0.0006168452,0.0001033554,0.0004274067,0.009624367],"category_scores_gemma":[0.001574156,0.0001225377,0.0002698229,0.0009900668,0.0001417933,0.0001986646,0.000153863,0.0004282456,0.001282734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001241459,"about_ca_system_score_gemma":0.0001291695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000861329,"about_ca_topic_score_gemma":0.0007529312,"domain_scores_codex":[0.9996963,0.00007853479,0.00003484292,0.00003226265,0.00008560735,0.00007262519],"domain_scores_gemma":[0.9988142,0.0002572365,0.0005522668,0.00004518753,0.0001316158,0.0001995574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002518573,0.0006093922,0.9373791,0.0002437217,0.0002230371,0.00204488,0.0002455451,0.000081711,0.02234385,0.0002139205,0.002881016,0.03121534],"study_design_scores_gemma":[0.00008446827,0.0007665408,0.9881212,0.00004442336,0.0001132338,0.005348149,0.0002722202,0.0001166243,0.001125049,0.0001704278,0.003824385,0.00001337399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886833,0.002613632,0.0001767782,0.0003253508,0.00008986245,0.00002087433,0.0004178486,0.00002795539,0.007644481],"genre_scores_gemma":[0.9961732,0.0007033811,0.0002782244,0.0003124335,0.0001613316,0.00001754172,0.0006101261,0.00001083406,0.001732817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009624367,"threshold_uncertainty_score":0.0321967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02284419708281247,"score_gpt":0.2854404873249499,"score_spread":0.2625962902421374,"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."}}