{"id":"W4404829055","doi":"10.1136/bmjopen-2024-084610","title":"Mapping context of sedentary behaviour in older adults who are prefrail and frail: an analysis of secondary outcomes from a longitudinal study (MAPS-B)","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; McMaster University; University of Manitoba; Manitoba Health","funders":"AGE-WELL; Canadian Institutes of Health Research; Osteoporosis Canada; Hamilton Health Sciences Foundation; McMaster University; Institute of Aging; Government of Canada; McMaster Institute for Research on Aging, McMaster University; Hamilton Health Sciences","keywords":"Medicine; Context (archaeology); Longitudinal study; Demography; Sedentary behavior; Gerontology; Sedentary lifestyle; Prospective cohort study; Cohort; Cohort study; Physical activity; Names of the days of the week; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001693606,0.0004999359,0.0005335329,0.001524474,0.00107764,0.0009591458,0.0006568953,0.0005670048,0.000704153],"category_scores_gemma":[0.003423808,0.0003264554,0.001378048,0.002712798,0.0002605357,0.0004624989,0.00141996,0.0005863889,0.0002209101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158796,"about_ca_system_score_gemma":0.001762952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2625716,"about_ca_topic_score_gemma":0.3975897,"domain_scores_codex":[0.9992517,0.0001932597,0.00006986906,0.0001790453,0.0001551926,0.0001509094],"domain_scores_gemma":[0.9978036,0.0001368886,0.0008155302,0.0002165761,0.0006377199,0.0003897655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002001362,0.0000308193,0.9976935,0.00002642969,0.0001728696,0.00002322747,0.000319352,0.00004071225,0.0001099297,0.000008771837,0.0002092531,0.00116496],"study_design_scores_gemma":[0.00000776361,0.00004316439,0.9995115,0.000007231885,0.00003371355,0.0000106727,0.0002002727,0.00005280785,0.00001130257,0.00000501284,0.000113827,0.000002763911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965686,0.0001384876,0.0001588986,0.00003197324,0.000004348396,0.00003573437,0.002880295,0.000006762545,0.0001749257],"genre_scores_gemma":[0.9930363,0.0001320318,0.000405635,0.00003114617,0.000009751752,0.0001712298,0.005914929,0.000006000888,0.0002928309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2625716,"threshold_uncertainty_score":0.5220865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1065918984242527,"score_gpt":0.422663878589855,"score_spread":0.3160719801656024,"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."}}