{"id":"W4232942079","doi":"10.12688/f1000research.18205.1","title":"Burden of health behaviours and socioeconomic position on health care expenditure in Ontario","year":2019,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Bruyère; University of Ottawa; University of Toronto; Statistics Canada","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Health care; Socioeconomic status; Medicine; Environmental health; Public health; Health policy; Community health; Population; Gerontology; Nursing; Economic growth","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0009255414,0.0002993948,0.0004338471,0.0008933938,0.001210954,0.0008512901,0.00102389,0.0003740507,0.003324459],"category_scores_gemma":[0.004722841,0.0003848939,0.001079701,0.002947798,0.00054699,0.0004345015,0.001214678,0.0003487327,0.0001796035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04943995,"about_ca_system_score_gemma":0.03636964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9963391,"about_ca_topic_score_gemma":0.9969314,"domain_scores_codex":[0.9989533,0.0001701357,0.00008139171,0.00009519477,0.0003568468,0.0003431091],"domain_scores_gemma":[0.9979068,0.0002900817,0.0006443927,0.0001046378,0.0006506162,0.0004035294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001241327,0.00002366766,0.9856119,0.000136262,0.0002022111,0.0001551049,0.0009815753,0.002053953,0.0001118668,0.0005444869,0.003844823,0.006209895],"study_design_scores_gemma":[0.00000979488,0.00001081334,0.9957355,0.00004834234,0.00004517701,0.00003202222,0.0005761904,0.001932807,0.00002004003,0.00006459642,0.001514923,0.000009690669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769269,0.0009366166,0.000223889,0.001538586,0.00001547808,0.00006301032,0.01507354,0.00002030396,0.005201754],"genre_scores_gemma":[0.9933889,0.0006489496,0.0002405378,0.000101028,0.000009809529,0.00004433955,0.003636797,0.000009064417,0.001920568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04943995,"threshold_uncertainty_score":0.3587136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06933125964266756,"score_gpt":0.4298958145834934,"score_spread":0.3605645549408258,"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."}}