{"id":"W2137590713","doi":"","title":"The Effect of Health and health Shocks on Hours Worked","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Endogeneity; Tobit model; Stock (firearms); Demographic economics; Estimation; Working hours; Working age; Health effect; Economics; Econometrics; Environmental health; Medicine; Labour economics; Geography; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01035938,0.0001005328,0.000227847,0.0000351498,0.002067039,0.00003078926,0.0002090295,0.00003714868,0.000006628566],"category_scores_gemma":[0.0001402344,0.00006315365,0.00008651648,0.0001430408,0.0003465408,0.00005710703,0.00001670606,0.0006874997,0.000003150792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001460144,"about_ca_system_score_gemma":0.003584631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002935647,"about_ca_topic_score_gemma":0.009723875,"domain_scores_codex":[0.9962995,0.001014574,0.0003201028,0.0001402148,0.0004937582,0.001731825],"domain_scores_gemma":[0.9992062,0.0001998109,0.0002520982,0.0001293446,0.00002712364,0.0001853561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002504499,0.0001182024,0.6012546,0.00002710402,0.000123027,7.554248e-7,0.01243412,0.00001272011,0.000002765877,0.06807936,0.002239419,0.3154574],"study_design_scores_gemma":[0.01073936,0.06743383,0.4633803,0.0009174697,0.00009038551,0.0002995926,0.1283976,0.00003544306,0.0002043326,0.2784296,0.04865992,0.00141214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706795,0.0113206,0.00007520752,0.01598619,0.0002307948,0.000363043,4.654784e-7,0.00001693225,0.001327293],"genre_scores_gemma":[0.9526536,0.04644663,0.000003478824,0.0002056315,0.0001632495,0.000004886682,4.801623e-7,0.000007827058,0.0005142597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3140453,"threshold_uncertainty_score":0.9992321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0952955190443592,"score_gpt":0.4122810710106376,"score_spread":0.3169855519662784,"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."}}