{"id":"W4296711918","doi":"10.12688/wellcomeopenres.17208.2","title":"Frailty in people with rheumatoid arthritis: a systematic review of observational studies","year":2022,"lang":"en","type":"review","venue":"Wellcome Open Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Wellcome Trust","keywords":"Medicine; Checklist; Observational study; Rheumatoid arthritis; Quality of life (healthcare); Gerontology; Physical therapy; Disease; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02394261,0.001549125,0.008824257,0.01047755,0.0007399945,0.002312311,0.002038661,0.001755484,0.002735524],"category_scores_gemma":[0.1046325,0.001446411,0.009416908,0.01285959,0.001041285,0.002254817,0.001964244,0.00127344,0.000219706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005205838,"about_ca_system_score_gemma":0.0136531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01348926,"about_ca_topic_score_gemma":0.03475682,"domain_scores_codex":[0.9696454,0.0126258,0.01260732,0.001667717,0.002917754,0.0005359342],"domain_scores_gemma":[0.8984655,0.07000081,0.02219485,0.002041264,0.006570279,0.0007273979],"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":[0.0002846308,0.00001253736,0.00326941,0.9563172,0.02640575,0.0001530452,0.0003047377,0.000111659,0.0001003834,0.0001260137,0.001187703,0.0117269],"study_design_scores_gemma":[0.0007235401,0.000322295,0.01974244,0.7977781,0.1684503,0.0005504434,0.0005167901,0.0001775278,0.0001743935,0.0003779632,0.01111675,0.00006948522],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003846805,0.9930796,0.0002898465,0.0004082063,0.0001269825,0.0008809745,0.001159504,0.0000113402,0.0001966781],"genre_scores_gemma":[0.07085985,0.9213632,0.001993794,0.001069854,0.0001313088,0.003436643,0.0009870562,0.00001070509,0.0001475231],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02394261,"threshold_uncertainty_score":0.1266222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4711856155774076,"score_gpt":0.5020093470291688,"score_spread":0.03082373145176115,"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."}}