{"id":"W4210832170","doi":"10.1017/s0144686x22000101","title":"The contribution of alternative types of care on life satisfaction among disabled older persons in China","year":2022,"lang":"en","type":"article","venue":"Ageing and Society","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Loneliness; Life satisfaction; Filial piety; China; Psychology; Affect (linguistics); Gerontology; Medicine; Social psychology; Sociology; Political science","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":[0.000808787,0.0002815596,0.0002837078,0.001230093,0.0006731501,0.0006793552,0.0003626627,0.0002653155,0.001935394],"category_scores_gemma":[0.00248467,0.0001056991,0.000739433,0.001548914,0.0005232746,0.0003487083,0.0009578399,0.0003892838,0.00006748456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001306156,"about_ca_system_score_gemma":0.001083812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05399834,"about_ca_topic_score_gemma":0.08663511,"domain_scores_codex":[0.9992033,0.0002402642,0.00008679397,0.00009433732,0.0001472401,0.0002280736],"domain_scores_gemma":[0.9984131,0.0002439467,0.0006066781,0.00009757162,0.0002358957,0.0004028809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004334926,0.00002905312,0.9940533,0.00002359152,0.00009324968,0.00007172094,0.0004114648,0.0001295365,0.00007026756,0.0001676637,0.0001184997,0.004788355],"study_design_scores_gemma":[0.000003199266,0.0000278998,0.9985055,0.0000143368,0.00002859069,0.00002397274,0.0006693034,0.0004031217,0.00002070877,0.0000930917,0.0002061787,0.00000417446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988714,0.0002242388,0.00006462952,0.0001611259,0.000005010007,0.000004724445,0.0002237556,0.000001230862,0.0004438953],"genre_scores_gemma":[0.9997222,0.00005211712,0.00002050894,0.00002017883,0.000002532909,0.00000245757,0.00009736741,3.274139e-7,0.00008230557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05399834,"threshold_uncertainty_score":0.1073681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005099750658481288,"score_gpt":0.2512435613753916,"score_spread":0.2461438107169103,"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."}}