{"id":"W2344216911","doi":"10.1071/py16005","title":"Out-of-pocket healthcare expenditure and chronic disease – do Australians forgo care because of the cost?","year":2016,"lang":"en","type":"article","venue":"Australian Journal of Primary Health","topic":"Global Health Care Issues","field":"Health Professions","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Health care; Asthma; Depression (economics); Health economics; Odds ratio; COPD; Anxiety; Mental health; Environmental health; Public health; Chronic condition; Cross-sectional study; Odds; Logistic regression; Disease; Gerontology; Psychiatry; Nursing; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001438293,0.0003811125,0.001160815,0.0002086131,0.0005430372,0.000009287543,0.0007227446,0.0003207055,0.0003271792],"category_scores_gemma":[0.0002767231,0.000226066,0.0002956546,0.0002701617,0.0003747341,0.0003605648,0.0001987012,0.001128349,0.00002523387],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002371823,"about_ca_system_score_gemma":0.007673115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000540779,"about_ca_topic_score_gemma":0.0009883126,"domain_scores_codex":[0.9934477,0.00157122,0.002458493,0.0003771246,0.0009463892,0.001199065],"domain_scores_gemma":[0.9931864,0.0004493799,0.00311797,0.0008388876,0.0009287602,0.001478647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001520043,0.0002788666,0.5088389,0.02549195,0.0002052344,0.00009613324,0.02138758,0.00001126266,0.0008502121,0.002137717,0.4033556,0.03582649],"study_design_scores_gemma":[0.004960459,0.002075958,0.7624233,0.01444478,0.0001494054,0.00004763955,0.009387046,2.0814e-7,0.0003857602,0.0009773668,0.2047205,0.0004275005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7520564,0.02983483,0.00008051933,0.2022414,0.008161921,0.004515275,0.002745362,0.00005820498,0.0003060505],"genre_scores_gemma":[0.991724,0.002968793,0.0004255935,0.002813085,0.0008571093,0.00002318592,0.00001603463,0.00005611205,0.001116051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2535844,"threshold_uncertainty_score":0.9979525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07680695327450676,"score_gpt":0.4313536494302095,"score_spread":0.3545466961557028,"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."}}