{"id":"W7136523492","doi":"10.6084/m9.figshare.4384013","title":"Additional file 3: 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":"","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":"Prospective cohort study; Association (psychology); Cohort study; Population; Cohort; Epidemiology; Socioeconomic status","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":[0.001998968,0.001304841,0.001858816,0.002751665,0.001581231,0.001130442,0.002400659,0.001142311,0.6721467],"category_scores_gemma":[0.03621297,0.0008051083,0.002246141,0.005236243,0.0003037598,0.002598586,0.000952813,0.001256817,0.03430006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146073,"about_ca_system_score_gemma":0.002462273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04080783,"about_ca_topic_score_gemma":0.04687168,"domain_scores_codex":[0.9989299,0.0002220606,0.0002430843,0.0002126622,0.0001822782,0.0002099626],"domain_scores_gemma":[0.9772103,0.01639543,0.001885033,0.001154327,0.002748654,0.0006061502],"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":[0.001141128,0.0003041594,0.05541495,0.00485398,0.0004448817,0.0002434018,0.0003261558,0.0008027335,0.0001438802,0.0008656183,0.926178,0.009281098],"study_design_scores_gemma":[0.02231925,0.001376658,0.7126143,0.01287594,0.002739161,0.002320321,0.004940884,0.008532341,0.00145212,0.009271423,0.2209954,0.0005622684],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001813371,0.00003864872,0.0002247753,0.0001401846,0.00003281467,0.0001483917,0.9968014,0.00007588139,0.000724589],"genre_scores_gemma":[0.1072482,0.0004748181,0.005956569,0.001369124,0.0003463729,0.008357316,0.8528557,0.0005336232,0.02285829],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6721467,"threshold_uncertainty_score":0.467643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02248626933797043,"score_gpt":0.3141555511593103,"score_spread":0.2916692818213399,"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."}}