{"id":"W2763462721","doi":"10.1186/s12889-017-4718-5","title":"Determinants of self-rated health among shanghai elders: a cross-sectional study","year":2017,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Fudan University; National Natural Science Foundation of China","keywords":"Self-rated health; Biostatistics; Medicine; Public health; Environmental health; Logistic regression; Cluster sampling; Gerontology; Cross-sectional study; Stratified sampling; Demography; Test (biology); Population","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":[0.00104727,0.0004659009,0.0003584409,0.001076058,0.0006072269,0.0005269935,0.0002218339,0.0003629596,0.001133692],"category_scores_gemma":[0.001034616,0.0005528616,0.0004969481,0.001249798,0.0003255035,0.0004627132,0.0004654663,0.0004516379,0.0002609302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005556481,"about_ca_system_score_gemma":0.0006082223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03064843,"about_ca_topic_score_gemma":0.04168691,"domain_scores_codex":[0.9997348,0.00005955529,0.00003595048,0.00004950985,0.00005550708,0.00006459747],"domain_scores_gemma":[0.9988763,0.0001430734,0.0002808983,0.0001118336,0.0002333375,0.0003545005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002330627,0.0000516205,0.9987942,0.00001034406,0.00002187691,0.00004674129,0.0003747727,0.00001983128,0.0001348022,0.000006445689,0.0000669897,0.0004489632],"study_design_scores_gemma":[0.000002541683,0.0001002187,0.9991238,0.000003079733,0.00001622705,0.00004339757,0.0005064324,0.0000839575,0.00002455288,0.000003975613,0.00008881339,0.000003017592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994568,0.00005787639,0.00004758209,0.0000209291,0.000002983892,0.00001502797,0.0002653561,0.000002291017,0.0001310614],"genre_scores_gemma":[0.9990969,0.00008458338,0.0001105518,0.00003962279,0.000005755949,0.00002437997,0.0004687766,0.000001097119,0.0001684341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03064843,"threshold_uncertainty_score":0.06094009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1240250512494147,"score_gpt":0.4491166717218904,"score_spread":0.3250916204724758,"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."}}