{"id":"W3015249077","doi":"10.1007/s11926-020-0889-7","title":"Emergence of Musculoskeletal Ultrasound Use in Pediatric Rheumatology","year":2020,"lang":"en","type":"review","venue":"Current Rheumatology Reports","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Rheumatology; Synovitis; Internal medicine; Ultrasonography; Subclinical infection; Ultrasound; Enthesis; Sports medicine; Disease; Enthesitis; Physical therapy; Intensive care medicine; Arthritis; Radiology; Pathology; Psoriatic arthritis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006485428,0.0007421572,0.006453039,0.001008322,0.00006351821,0.00001523976,0.000330948,0.0008023014,0.0007306371],"category_scores_gemma":[0.003801026,0.0006367885,0.001128549,0.001321557,0.0003922598,0.0001611382,0.0002930567,0.001748778,0.0001849992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006179197,"about_ca_system_score_gemma":0.002676312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008025266,"about_ca_topic_score_gemma":0.00001744534,"domain_scores_codex":[0.9926679,0.0004612709,0.004410261,0.001130459,0.0005384935,0.0007915911],"domain_scores_gemma":[0.995416,0.0006225639,0.002328062,0.001137664,0.0002140396,0.0002816366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003021406,0.0005304906,0.4619492,0.1394648,0.0002936638,0.002077352,0.0001222596,3.094921e-7,3.960641e-7,0.0001755639,0.0111858,0.3841699],"study_design_scores_gemma":[0.0005199291,0.000152025,0.002366442,0.01068235,0.0008636656,0.02076873,0.00004584836,0.000005295544,5.967525e-7,0.00004601961,0.9639506,0.0005984911],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01131378,0.9853728,0.0000226135,0.00002447839,0.001424208,0.001553976,0.00002073599,0.00008608762,0.0001813293],"genre_scores_gemma":[0.00268548,0.9963098,0.0000489106,0.000002929788,0.00002246067,0.0002281279,0.000560304,0.00009668172,0.00004529446],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9527648,"threshold_uncertainty_score":0.9996083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05593621335022258,"score_gpt":0.3785548679806728,"score_spread":0.3226186546304503,"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."}}