{"id":"W4387877669","doi":"10.1186/s13690-023-01200-5","title":"Healthcare utilization among informal caregivers of older adults in the Ashanti region of Ghana: a study based on the health belief model","year":2023,"lang":"en","type":"article","venue":"Archives of Public Health","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Queen's University","keywords":"Poisson regression; Health care; Context (archaeology); Medicine; Gerontology; Health belief model; Public health; Population; Environmental health; Nursing; Health education; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0031903,0.00009742124,0.0002387976,0.0003610313,0.0003984798,0.00001953491,0.0004408473,0.0000355132,0.000002244165],"category_scores_gemma":[0.000287692,0.00006834353,0.00008408419,0.0008819615,0.000238338,0.0001389993,0.00005025704,0.0001661934,2.858386e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007021947,"about_ca_system_score_gemma":0.001951776,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02608552,"about_ca_topic_score_gemma":0.04833126,"domain_scores_codex":[0.9968717,0.001278282,0.0005665956,0.0001798687,0.0007030843,0.0004005053],"domain_scores_gemma":[0.9984866,0.0005254712,0.0004725206,0.0002786207,0.0001355387,0.0001012189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005437749,0.0004479891,0.05863207,0.000341159,0.00001825997,0.00000107778,0.7249637,0.007178454,9.155091e-7,0.1812319,0.0008160814,0.02631406],"study_design_scores_gemma":[0.0005536792,0.0007223685,0.2869835,0.0003864467,0.000002017842,1.239521e-7,0.3540715,0.3566981,0.00000113074,0.0004011624,0.00009674977,0.00008319869],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602969,0.00005060215,0.002504661,0.0339455,0.00009522575,0.001257874,0.00004822846,0.00001970653,0.001781349],"genre_scores_gemma":[0.998487,0.00020782,0.00004896232,0.001078215,0.00002614788,0.00003672208,0.00005525468,0.000008256648,0.00005160613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3708922,"threshold_uncertainty_score":0.9803998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06631193973004113,"score_gpt":0.3339345564228635,"score_spread":0.2676226166928224,"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."}}