{"id":"W2149767575","doi":"10.1002/hec.1051","title":"The effect of health changes and long-term health on the work activity of older Canadians","year":2005,"lang":"en","type":"article","venue":"Health Economics","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":120,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"Social Sciences and Humanities Research Council of Canada; McMaster University","keywords":"Population health; Endogeneity; Health economics; Index (typography); Work (physics); Health indicator; Medicine; Health policy; Self-rated health; Community health; Demographic economics; Environmental health; Population; Gerontology; Public health; Economics; Econometrics; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004665369,0.0001059815,0.0003414528,0.00002876513,0.0009483944,0.00002764187,0.0001835177,0.00004224547,0.00002125961],"category_scores_gemma":[0.00005720293,0.00007018617,0.00004638782,0.00008158939,0.0003548331,0.00004350935,0.00002610778,0.0001154188,0.000002936357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000890692,"about_ca_system_score_gemma":0.0008139389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07519511,"about_ca_topic_score_gemma":0.6266037,"domain_scores_codex":[0.9980451,0.0007941168,0.0003453515,0.0001983869,0.0001078316,0.0005092241],"domain_scores_gemma":[0.9984546,0.0005619223,0.000460102,0.0002937699,0.00001378038,0.0002157727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005314608,0.00006515727,0.2602011,0.0003404185,0.00002194097,2.955102e-8,0.01723204,0.00002091352,1.36015e-7,0.003356935,0.002799984,0.7159082],"study_design_scores_gemma":[0.0006457485,0.001784336,0.9629803,0.0002542807,0.000006854172,3.781322e-7,0.002340964,0.00005383002,0.00005208036,0.0001651513,0.03152609,0.000189981],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.805586,0.001123662,0.000002658777,0.1917223,0.0001986384,0.0009838025,0.00001600292,0.000008115574,0.000358761],"genre_scores_gemma":[0.9880608,0.008371885,0.000006311835,0.003282622,0.0001377964,0.00003440193,0.000001699937,0.000009207628,0.00009531057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7157182,"threshold_uncertainty_score":0.9309632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1435699301086835,"score_gpt":0.4128973292855707,"score_spread":0.2693273991768872,"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."}}