{"id":"W1967537161","doi":"10.1016/j.jhealeco.2004.02.001","title":"Socio-economic status, health and lifestyle","year":2004,"lang":"en","type":"article","venue":"Journal of Health Economics","topic":"Global Health Care Issues","field":"Health Professions","cited_by":387,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Economic and Social Research Council","keywords":"Unobservable; Endogeneity; Multivariate probit model; Probit model; Consumption (sociology); Ordered probit; Econometrics; Epidemiology; Economics; Panel data; Economic model; Alcohol consumption; Multivariate statistics; Probit; Actuarial science; Environmental health; Medicine; Statistics; Mathematics; Microeconomics","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":[0.0004697884,0.0001737718,0.0002756912,0.001011435,0.0008572351,0.001108966,0.0002313429,0.000778268,0.006611286],"category_scores_gemma":[0.001817152,0.0001689467,0.0003350328,0.001502574,0.000645913,0.0007690522,0.000590133,0.0006997712,0.000446652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000444656,"about_ca_system_score_gemma":0.0006621608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02134879,"about_ca_topic_score_gemma":0.04753929,"domain_scores_codex":[0.999738,0.0001174166,0.00001718692,0.00001627063,0.00004590703,0.00006521929],"domain_scores_gemma":[0.9990416,0.0002467026,0.0001846146,0.00002668187,0.00006871611,0.0004316225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000192463,0.0005626865,0.9798891,0.0000604468,0.0001535492,0.0003202937,0.0008223412,0.00008253664,0.0001881244,0.001794504,0.001306825,0.01462716],"study_design_scores_gemma":[0.000009604779,0.00012283,0.9961827,0.00003128684,0.00004514897,0.000108238,0.001229785,0.00009496072,0.00001496411,0.0007909346,0.001362917,0.000006548791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721889,0.008953724,0.0001011939,0.006895537,0.0001413181,0.00001209682,0.0005370905,0.000004623594,0.01116555],"genre_scores_gemma":[0.9946641,0.003112476,0.00005549697,0.0002920055,0.0001671865,0.000005706666,0.0001269446,0.00000151047,0.001574504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02134879,"threshold_uncertainty_score":0.042449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05106724856112078,"score_gpt":0.4343002055595932,"score_spread":0.3832329569984724,"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."}}