{"id":"W4366821607","doi":"10.1186/s13690-023-01063-w","title":"System, institutional, and client-level factors associated with formal healthcare utilisation among older adults with low income under a social protection scheme in Ghana","year":2023,"lang":"en","type":"article","venue":"Archives of Public Health","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Health care; Context (archaeology); Empowerment; Poverty; Health policy; Medicine; Public health; Business; Gerontology; Environmental health; Nursing; Economic growth; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001355779,0.0001824867,0.0005357736,0.0008106005,0.0004143745,0.00004166531,0.0001073227,0.0001329097,0.000002812284],"category_scores_gemma":[0.00007762929,0.0001427661,0.00004804561,0.0008592596,0.0001861886,0.0005571788,0.00004938136,0.0002908758,0.000003233846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004207083,"about_ca_system_score_gemma":0.0005189504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02395281,"about_ca_topic_score_gemma":0.01071292,"domain_scores_codex":[0.9977767,0.0001320857,0.0008835237,0.0004027642,0.0001367901,0.0006681631],"domain_scores_gemma":[0.9987744,0.00003435577,0.0007317139,0.0001502664,0.00005736647,0.0002518941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005017016,0.0001332882,0.90612,0.002888944,0.00007435462,0.000002271649,0.02117125,0.00003085771,6.257217e-7,0.05670342,0.000002974374,0.01282184],"study_design_scores_gemma":[0.001473372,0.0002799886,0.9826612,0.0008662625,5.460871e-7,0.000002432502,0.01005066,0.00428093,0.000001111514,0.0002011087,0.00002203052,0.0001603365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917272,0.0001025726,0.003435814,0.002881144,0.0001099638,0.001165454,0.0002810654,0.00008506132,0.0002117783],"genre_scores_gemma":[0.9993669,0.00002922736,0.00009313479,0.00006352814,0.00004547487,0.0001167711,0.0002193599,0.00002519714,0.00004037887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07654121,"threshold_uncertainty_score":0.9825467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08886333351046205,"score_gpt":0.2620242680612156,"score_spread":0.1731609345507536,"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."}}