{"id":"W2531947266","doi":"10.1002/acr.23130","title":"Preliminary Definitions for the Sonographic Features of Synovitis in Children","year":2016,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke; Children's Hospital of Eastern Ontario","funders":"Agence Nationale de la Recherche","keywords":"Synovitis; Medicine; Radiology; Computer science; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0008314249,0.0001077803,0.0002616812,0.000483215,0.0002739857,0.0000219696,0.0002649286,0.0001134335,0.0001510907],"category_scores_gemma":[0.0005883703,0.00006579858,0.0001680536,0.0005916179,0.0006976739,0.0001135334,0.0001430034,0.0003760115,0.00002801142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000508477,"about_ca_system_score_gemma":0.0003428873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003284404,"about_ca_topic_score_gemma":0.0003420515,"domain_scores_codex":[0.9980507,0.0001627336,0.0003114517,0.0002703412,0.0006278844,0.0005768164],"domain_scores_gemma":[0.9978878,0.0008982067,0.0000358617,0.0005232259,0.0005705787,0.0000842548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005370587,0.0001809706,0.1749552,0.0001538584,0.000099419,0.00003149008,0.001572769,8.431724e-7,0.003478086,0.006520453,0.01083572,0.8016341],"study_design_scores_gemma":[0.005107486,0.001611806,0.9730107,0.001065867,0.00001442657,0.0001043928,0.00457884,0.000003952876,0.004617834,0.001585388,0.008165345,0.0001339953],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9135767,0.07172896,0.00007631628,0.006211409,0.00004742491,0.002807335,0.0002022325,0.00004028977,0.005309295],"genre_scores_gemma":[0.9830634,0.01569857,0.00008761937,0.00005682821,0.00006312934,0.0006799154,0.00003735806,0.0000277751,0.0002854137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8015001,"threshold_uncertainty_score":0.2683188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04307226212724834,"score_gpt":0.3390925870553284,"score_spread":0.2960203249280801,"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."}}