{"id":"W4319731070","doi":"10.1136/rmdopen-2022-002885","title":"Hand function is already reduced before RA development and reflects subclinical tenosynovitis","year":2023,"lang":"en","type":"article","venue":"RMD Open","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"ZonMw; European Commission; Arthritis Society; Dutch Arthritis Society","keywords":"Medicine; Tenosynovitis; Subclinical infection; Fist; Rheumatoid arthritis; Synovitis; Grip strength; Physical therapy; Internal medicine; Surgery; Anatomy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001428581,0.0007267371,0.00104794,0.0006310732,0.0003753935,0.0007527074,0.0004157129,0.0005161552,0.003174033],"category_scores_gemma":[0.003626731,0.0002441914,0.0004072283,0.0006349192,0.000553455,0.0004641095,0.0004852201,0.000690375,0.0003745425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002507097,"about_ca_system_score_gemma":0.0002495093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008269563,"about_ca_topic_score_gemma":0.000950528,"domain_scores_codex":[0.9990368,0.0002850402,0.0001045168,0.0002494034,0.0001994588,0.0001247495],"domain_scores_gemma":[0.9957053,0.001201555,0.002085458,0.000240791,0.0002696633,0.0004972172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003531625,0.0001279558,0.9881079,0.0001150251,0.0002525369,0.0003833968,0.00007227109,0.0001350533,0.002555975,0.00003280993,0.00009094275,0.004594455],"study_design_scores_gemma":[0.00004207656,0.001002814,0.9975697,0.00001280665,0.00009718177,0.0008671251,0.00003058141,0.00008270568,0.0001473365,0.0000295311,0.0001144191,0.000003659283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972727,0.001401364,0.0001858308,0.00003437527,0.000008778463,0.00001699218,0.0002298381,0.0000107287,0.0008394353],"genre_scores_gemma":[0.9994078,0.0001410295,0.00007169571,0.00001379295,0.00001537221,0.000006085598,0.0002452726,0.000001872648,0.00009718736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003174033,"threshold_uncertainty_score":0.01061821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07100649237018009,"score_gpt":0.3765901356436079,"score_spread":0.3055836432734278,"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."}}