{"id":"W4396889163","doi":"10.2196/46072","title":"Adherence to 24-Hour Movement Guidelines Among Chinese Older Adults: Prevalence, Correlates, and Associations With Physical and Mental Health Outcomes","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Physical Activity and Health","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Preprint; Gerontology; Mental health; Medicine; Psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001071529,0.0002642366,0.0003390016,0.0008574679,0.0004983473,0.0004143136,0.0003655517,0.0004209322,0.0006811127],"category_scores_gemma":[0.001798275,0.0002179289,0.0003838715,0.001247393,0.0002713338,0.0003834729,0.0003844788,0.000321729,0.00007916937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004664428,"about_ca_system_score_gemma":0.0006775254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0428122,"about_ca_topic_score_gemma":0.05632076,"domain_scores_codex":[0.9994319,0.00007490296,0.0001373287,0.0001173775,0.0001601074,0.00007834148],"domain_scores_gemma":[0.9990805,0.0001049318,0.0004230193,0.00005876002,0.0001837618,0.0001488867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001049822,0.00001835918,0.9987244,0.00001420821,0.00002208192,0.00001909807,0.0001118449,0.00001011812,0.00006240077,0.000005747096,0.00004543083,0.0009557967],"study_design_scores_gemma":[0.000001035763,0.00001158014,0.9997298,0.000004572931,0.00000973409,0.00002202923,0.0001140904,0.00006583185,0.000007355669,0.000003740007,0.00002925117,0.000001077999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991272,0.0002657756,0.00004143362,0.00006429396,0.00000447963,0.00001512954,0.0002076886,0.000001961406,0.0002719081],"genre_scores_gemma":[0.9994622,0.000139776,0.00005168281,0.00003585844,0.000007234515,0.00001579222,0.0002019317,4.810082e-7,0.00008492903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0428122,"threshold_uncertainty_score":0.08512598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03212791184278072,"score_gpt":0.3644172998153981,"score_spread":0.3322893879726174,"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."}}