{"id":"W4411846634","doi":"10.3899/jrheum.2025-0314.tour8d","title":"Validation of Handheld Ultrasound Devices for Point of Care Use in Rheumatology: Interim Analysis for Enthesitis","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; Women's College Hospital; Toronto Western Hospital; University of Ottawa","funders":"","keywords":"Medicine; Rheumatology; Interim; Enthesitis; Internal medicine; Ultrasound; Mobile device; Medical physics; Physical therapy; Radiology; Arthritis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.04804868,0.001365408,0.001254374,0.00132931,0.0007888487,0.001715051,0.001529786,0.001113174,0.002779608],"category_scores_gemma":[0.09400165,0.0004929991,0.002648399,0.001377087,0.0009595498,0.001042067,0.001379057,0.0009938452,0.001264926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007498708,"about_ca_system_score_gemma":0.001238278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008836199,"about_ca_topic_score_gemma":0.0006922081,"domain_scores_codex":[0.9402916,0.03031488,0.007999854,0.004841789,0.01486689,0.001685003],"domain_scores_gemma":[0.8526696,0.06785885,0.02871353,0.01977091,0.02959976,0.001387395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0259563,0.001653007,0.88137,0.001185673,0.001492733,0.0001641367,0.0008832272,0.001093261,0.006525173,0.000373418,0.001185928,0.07811719],"study_design_scores_gemma":[0.001513019,0.04737139,0.9103103,0.00051412,0.002567741,0.0006647975,0.0006034971,0.006374343,0.02138408,0.0003985395,0.00819341,0.000104783],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9522287,0.004238917,0.02809679,0.0003000634,0.0004887467,0.005104471,0.002947659,0.0003306139,0.006264073],"genre_scores_gemma":[0.9689071,0.000406734,0.02312506,0.0002101291,0.0001549851,0.003542727,0.002125351,0.00009302242,0.00143485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04804868,"threshold_uncertainty_score":0.2541087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02157410276009975,"score_gpt":0.3183826000851466,"score_spread":0.2968084973250468,"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."}}