{"id":"W2762866533","doi":"10.1002/msc.1214","title":"Personalized diet and exercise recommendations in early rheumatoid arthritis: A feasibility trial","year":2017,"lang":"en","type":"article","venue":"Musculoskeletal Care","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"Arthritis Society","keywords":"Medicine; Pedometer; Physical therapy; Waist; Anthropometry; Rheumatoid arthritis; Randomized controlled trial; Vitamin D and neurology; Internal medicine; Physical activity; Body mass index","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003228193,0.0001919442,0.000477115,0.0001251909,0.0005420708,0.0002196981,0.0001627242,0.0001055058,0.0002601496],"category_scores_gemma":[0.0005012026,0.0001771289,0.0001969318,0.00006794556,0.0004312837,0.0003558026,0.0001317864,0.0003181917,0.00003251142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007605728,"about_ca_system_score_gemma":0.0001151645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005472395,"about_ca_topic_score_gemma":0.001001088,"domain_scores_codex":[0.9984432,0.0001010615,0.0003178349,0.0004182024,0.0003305288,0.0003891894],"domain_scores_gemma":[0.998804,0.0000505067,0.00009310905,0.0006428121,0.0001448748,0.0002646526],"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":[0.06828022,0.0008498399,0.3115068,0.0005912962,0.0001512697,0.0002565816,0.01400026,1.155962e-7,0.0003905812,0.001411579,0.001083289,0.6014781],"study_design_scores_gemma":[0.2344877,0.005310077,0.7254606,0.003441108,0.00001252846,0.00006174988,0.007192008,0.00003261855,0.0001269247,0.001293128,0.02187948,0.0007020694],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804011,0.01428671,0.00000364844,0.001576271,0.0001868355,0.001451588,0.00005547812,0.0000538826,0.001984515],"genre_scores_gemma":[0.9609772,0.03826776,0.0002254633,0.00002388818,0.00005919961,0.0002246433,0.00007288397,0.00002484391,0.0001241182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6007761,"threshold_uncertainty_score":0.7223108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02713915889195397,"score_gpt":0.3332792642662074,"score_spread":0.3061401053742535,"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."}}