{"id":"W4410074743","doi":"10.1101/2025.05.01.25326732","title":"Validation of a New Family Values Scale Among Older Chinese Adults","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; McGill University Health Centre","funders":"China Scholarship Council; McGill University","keywords":"Scale (ratio); Gerontology; Chinese family; Psychology; Geography; Demography; Environmental health; Medicine; Sociology; Cartography","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":[0.004291695,0.0004984064,0.0004671684,0.001463695,0.001162919,0.00069437,0.0006399537,0.0003605961,0.002484497],"category_scores_gemma":[0.009497252,0.0002018111,0.0007158212,0.001001287,0.0005359478,0.0007797186,0.0008548863,0.0005721101,0.0002972551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009704678,"about_ca_system_score_gemma":0.002224495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008642841,"about_ca_topic_score_gemma":0.01517914,"domain_scores_codex":[0.9988886,0.0002430153,0.0002176212,0.0001408527,0.0004247829,0.00008521161],"domain_scores_gemma":[0.9965612,0.0006638408,0.0007799188,0.0002632945,0.00136016,0.0003715421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001890117,0.0003134327,0.9267219,0.0002276985,0.0001518991,0.0001405234,0.003931808,0.0002422789,0.001261389,0.0004368309,0.001922595,0.0644607],"study_design_scores_gemma":[0.00004481946,0.0001790151,0.994647,0.00006578303,0.00005350847,0.00007904969,0.001641594,0.0007212602,0.0004771673,0.0002413952,0.001826686,0.0000226859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953299,0.0001273323,0.0008486945,0.0001265343,0.00003014674,0.0004995779,0.001002092,0.00001595326,0.002019933],"genre_scores_gemma":[0.9922004,0.0001949681,0.00387482,0.00007544462,0.00002210118,0.00119836,0.00148711,0.000004856475,0.0009418709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008642841,"threshold_uncertainty_score":0.02269691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191726343269588,"score_gpt":0.2953098921473489,"score_spread":0.283392628714653,"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."}}