{"id":"W4319163358","doi":"10.1002/hsr2.1094","title":"The perception and utilization of community care services by older persons in the new urban areas of Beijing, China: A cross‐sectional study","year":2023,"lang":"en","type":"article","venue":"Health Science Reports","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Lingnan University","keywords":"Beijing; Urbanization; China; Gerontology; Health care; Population; Aging in place; Mental health; Perception; Medicine; Environmental health; Psychology; Geography; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009020976,0.0003123736,0.0003198787,0.000850423,0.0006498081,0.0006004282,0.0003496925,0.0004076627,0.0008356913],"category_scores_gemma":[0.001285813,0.0003686121,0.0003726512,0.0009521663,0.0003600506,0.0007134873,0.0005677211,0.0004818426,0.0001476107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001062074,"about_ca_system_score_gemma":0.0005857277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03627282,"about_ca_topic_score_gemma":0.05018239,"domain_scores_codex":[0.9995777,0.00009413564,0.00007191904,0.00007488246,0.0001106377,0.00007073966],"domain_scores_gemma":[0.9989795,0.0001030769,0.0003651676,0.00006658243,0.000145252,0.0003404379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001544817,0.00005715309,0.998689,0.000007269514,0.00002495153,0.00003839025,0.00052226,0.00001149778,0.00007724411,0.000005184665,0.00003634872,0.00051528],"study_design_scores_gemma":[0.00000167261,0.00003651705,0.9991622,0.000002410005,0.000007559363,0.00003612869,0.0006377909,0.00004902521,0.00001529972,0.000002686989,0.00004696906,0.000001761055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997149,0.00004885136,0.00001616236,0.00002136977,0.000001495411,0.000008801462,0.00008070297,7.276742e-7,0.0001069551],"genre_scores_gemma":[0.9996675,0.00005529428,0.00002866371,0.00002247713,0.000002222875,0.00001310773,0.000115887,4.507542e-7,0.00009433742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03627282,"threshold_uncertainty_score":0.07212341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0341671138070327,"score_gpt":0.3897319489651049,"score_spread":0.3555648351580722,"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."}}