{"id":"W6977576575","doi":"10.6084/m9.figshare.c.3617891_d1.v1","title":"Additional file 4: of The role of income and occupation in the association of education with healthy aging: results from a population-based, prospective cohort study","year":2015,"lang":"en","type":"article","venue":"Figshare","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Prospective cohort study; Cohort study; Household income; Cohort; Low income; Epidemiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002035579,0.001252083,0.001805527,0.002759284,0.001600566,0.001137111,0.002474882,0.001165338,0.6735274],"category_scores_gemma":[0.03863712,0.0008160033,0.002324574,0.005442046,0.0003010652,0.002612228,0.0009684316,0.001222313,0.03380835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001206335,"about_ca_system_score_gemma":0.002449351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04380707,"about_ca_topic_score_gemma":0.05192271,"domain_scores_codex":[0.9989236,0.0002400185,0.0002523302,0.0001972573,0.0001656454,0.0002211593],"domain_scores_gemma":[0.9772969,0.01613236,0.001933781,0.001189376,0.002816919,0.0006305484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00117334,0.0003442138,0.05952929,0.00558577,0.000444797,0.0002638388,0.0003567582,0.0007830864,0.0001452764,0.0008423124,0.9198368,0.01069442],"study_design_scores_gemma":[0.01896803,0.001366592,0.7532304,0.01326882,0.002453622,0.00195062,0.005016519,0.007447144,0.001203066,0.007673656,0.1868739,0.000547639],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.002156714,0.00004201787,0.00023727,0.000157718,0.00004044069,0.0001831471,0.9963503,0.00007641482,0.0007558714],"genre_scores_gemma":[0.1205247,0.0005383936,0.006740153,0.001488277,0.0003843569,0.01096306,0.8339315,0.0005425116,0.02488703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6735274,"threshold_uncertainty_score":0.4656735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02231576131409429,"score_gpt":0.3179897773117852,"score_spread":0.2956740159976909,"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."}}