{"id":"W2191598220","doi":"10.3899/jrheum.141416","title":"Summary Findings of a Systematic Literature Review of the Ultrasound Assessment of Bone Erosions in Rheumatoid Arthritis","year":2015,"lang":"en","type":"review","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Synovitis; Rheumatoid arthritis; Systematic review; Bone erosion; Medical physics; Rheumatology; Radiography; MEDLINE; Radiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04069417,0.002992365,0.01460736,0.03051382,0.001160049,0.005209432,0.002879931,0.002547589,0.006591926],"category_scores_gemma":[0.1653044,0.00188245,0.01529365,0.02573169,0.001555655,0.004371343,0.003559327,0.001591645,0.0007961258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007238017,"about_ca_system_score_gemma":0.02127852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006832285,"about_ca_topic_score_gemma":0.01963556,"domain_scores_codex":[0.9438353,0.01824518,0.0253362,0.00375557,0.007715902,0.001111813],"domain_scores_gemma":[0.8637967,0.09222026,0.0271152,0.002021651,0.01362793,0.00121836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000209604,0.000009891048,0.001448855,0.9704611,0.01466243,0.000124233,0.0002787132,0.00006731835,0.0001311489,0.00009878957,0.0009517391,0.01155626],"study_design_scores_gemma":[0.0003121126,0.0002445134,0.007164812,0.818823,0.1625061,0.0003759673,0.0006175709,0.0000650167,0.0002397459,0.0002470677,0.009357817,0.00004616059],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005850163,0.9812274,0.0009519922,0.001330853,0.0005272682,0.00305517,0.00604695,0.00004796424,0.0009622673],"genre_scores_gemma":[0.06272453,0.9213533,0.003772234,0.002083838,0.0003090743,0.006837154,0.002513904,0.00003570173,0.0003701637],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04069417,"threshold_uncertainty_score":0.2152139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03027088485895167,"score_gpt":0.3451403669999361,"score_spread":0.3148694821409844,"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."}}