{"id":"W4394884804","doi":"10.1186/s44167-024-00049-5","title":"Twenty-four hour physical activity, sedentary behaviour and sleep profiles in adults living with rheumatoid arthritis: a cross-sectional latent class analysis","year":2024,"lang":"en","type":"article","venue":"Journal of Activity Sedentary and Sleep Behaviors","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada; Simon Fraser University; University of British Columbia","funders":"Arthritis Society","keywords":"Latent class model; Sitting; Multinomial logistic regression; Medicine; Rheumatoid arthritis; Logistic regression; Sleep (system call); Cross-sectional study; Physical therapy; Sedentary lifestyle; Demography; Psychology; Gerontology; Physical activity; Internal medicine; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004486493,0.000435951,0.0005007837,0.001126444,0.0008365721,0.00135203,0.0005561922,0.0007251378,0.002174456],"category_scores_gemma":[0.005173775,0.0003867441,0.002038785,0.001161005,0.0004954264,0.0006461762,0.001227035,0.001183105,0.0004350907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005672627,"about_ca_system_score_gemma":0.0006523361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01022473,"about_ca_topic_score_gemma":0.009190984,"domain_scores_codex":[0.9986602,0.000577885,0.0001486822,0.0002425227,0.0001908582,0.0001798996],"domain_scores_gemma":[0.9967468,0.001062716,0.0009151831,0.0005472349,0.0003345684,0.0003935564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001347522,0.00009380257,0.9982129,0.00001080623,0.0001311429,0.00001413666,0.0002011812,0.0001545051,0.00006580615,0.00002452406,0.00008300016,0.0008733423],"study_design_scores_gemma":[0.00001466986,0.0002143493,0.9954992,0.0000163016,0.00006874136,0.00005862012,0.0006809109,0.003187549,0.00003441035,0.00007549013,0.0001400063,0.000009622569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986479,0.00007990171,0.0004219159,0.00005428725,0.000006162316,0.00003523999,0.0006016695,0.000005756167,0.0001471709],"genre_scores_gemma":[0.998626,0.00003537033,0.0002965285,0.00001304113,0.000004515883,0.00004421168,0.0008784376,0.000002550455,0.00009940165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01022473,"threshold_uncertainty_score":0.02372712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251854415868127,"score_gpt":0.2853080498156148,"score_spread":0.2727895056569335,"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."}}