{"id":"W2023511873","doi":"10.5539/gjhs.v7n4p1","title":"Health Care Utilization and Expenditures in Persons Receiving Social Assistance in 2012 Evidence From Switzerland","year":2014,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Health care; Psychological intervention; Socioeconomic status; Social determinants of health; Logistic regression; Receipt; Public health; Confidence interval; Ambulatory care; Environmental health; Gerontology; Demography; Population; Nursing; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006982926,0.0005424385,0.0003006697,0.003161152,0.0002323662,0.0006575402,0.0002562123,0.0002947845,0.003135833],"category_scores_gemma":[0.001622605,0.0001513483,0.0009595197,0.002287444,0.0003322725,0.0002945474,0.0005035182,0.0002379291,0.0002684811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009931405,"about_ca_system_score_gemma":0.0007109813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07160849,"about_ca_topic_score_gemma":0.05559118,"domain_scores_codex":[0.9994375,0.0001735564,0.00006148928,0.0000766649,0.0001319673,0.0001187875],"domain_scores_gemma":[0.9982324,0.0004356521,0.0008517964,0.00006929657,0.00026858,0.0001423224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003512111,0.00004077056,0.9882586,0.0003933223,0.0004625815,0.0001959433,0.0002055826,0.0005873439,0.0001280715,0.0001964575,0.002221116,0.006958962],"study_design_scores_gemma":[0.000009374958,0.00003695276,0.9987996,0.00007099724,0.00007583334,0.00006526231,0.000120313,0.0001748395,0.00003421002,0.00002061599,0.0005878939,0.000004178283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801655,0.008910313,0.0001356669,0.0004952539,0.00003512097,0.00001150504,0.008009193,0.00001235243,0.002225126],"genre_scores_gemma":[0.9932157,0.002360904,0.00003461795,0.00002977513,0.00004701933,0.00001308134,0.004097788,0.000002132021,0.0001989439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07160849,"threshold_uncertainty_score":0.1423833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07036160330256187,"score_gpt":0.3436105071957151,"score_spread":0.2732489038931533,"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."}}