{"id":"W2081007261","doi":"10.1016/s0140-6736(13)61402-6","title":"HealthPaths—Using health trajectories to estimate and simulate the relative importance of determinants of health-adjusted life expectancy (HALE): a statistical analysis","year":2013,"lang":"en","type":"article","venue":"The Lancet","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Econometrics; Life expectancy; Population health; Population; Counterfactual thinking; Microsimulation; Replicate; Socioeconomic status; Psychology; Multivariate probit model; Demography; Statistics; Geography; Economics; Mathematics; Sociology; Social psychology","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":[0.03419065,0.00098174,0.001739805,0.001768395,0.0007582789,0.001409817,0.002676724,0.001498528,0.003615025],"category_scores_gemma":[0.05987223,0.001080402,0.004202938,0.001602574,0.00101319,0.001715269,0.002303138,0.002579014,0.0003914885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001934753,"about_ca_system_score_gemma":0.002346513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04193098,"about_ca_topic_score_gemma":0.01957223,"domain_scores_codex":[0.9914989,0.006982181,0.0002405445,0.0007715363,0.0003071591,0.0001997305],"domain_scores_gemma":[0.9480335,0.0439133,0.001904177,0.004457213,0.001182397,0.0005094017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005023338,0.0004658751,0.1244971,0.0002676437,0.004378892,0.0001389795,0.0004590468,0.7724039,0.0002970794,0.02220608,0.004722799,0.06513931],"study_design_scores_gemma":[0.0002922166,0.0003666451,0.00743146,0.0000359826,0.0002965654,0.00006230128,0.00006474436,0.9796286,0.0002297069,0.01027995,0.001279569,0.00003225269],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7043704,0.0008796421,0.2835584,0.0009679454,0.0002470737,0.0008852578,0.005783732,0.001443494,0.001864111],"genre_scores_gemma":[0.9133177,0.0002522744,0.08118571,0.0001889491,0.00005503764,0.000742232,0.003094284,0.0001460751,0.001017806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04193098,"threshold_uncertainty_score":0.1808196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08390119903616348,"score_gpt":0.4281652194478947,"score_spread":0.3442640204117312,"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."}}