{"id":"W4412373844","doi":"10.7759/cureus.87847","title":"Relationship Between Health Insurance Status and Frequency of Routine Medical Checkups","year":2025,"lang":"en","type":"article","venue":"Cureus","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Health insurance; Environmental health; Family medicine; Health care","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":[0.001872262,0.00006389924,0.0002855866,0.00006000827,0.00006275965,0.000002858088,0.00003601764,0.0001149477,0.0000712928],"category_scores_gemma":[0.000890306,0.0000583911,0.00007219012,0.0002116858,0.00005715465,0.00004151422,0.0000220601,0.0002209568,0.000005530137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008109573,"about_ca_system_score_gemma":0.0005478154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000266242,"about_ca_topic_score_gemma":0.00004040017,"domain_scores_codex":[0.9987032,0.000334633,0.0003744461,0.0001458224,0.0002708357,0.0001710179],"domain_scores_gemma":[0.9993464,0.00008058709,0.00007679267,0.0002084866,0.00006973714,0.000218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002705001,0.00004047039,0.9640871,0.000509519,0.00004188471,0.000001385957,0.0001306482,7.214642e-8,0.000005472642,0.003545826,0.0001722141,0.0314627],"study_design_scores_gemma":[0.001158383,0.00008202792,0.9956837,0.0003246132,0.00002586609,0.000005737526,0.00003769961,0.000005880247,0.00002818608,0.001663157,0.0009496888,0.00003502774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631349,0.01012107,0.0156019,0.006802055,0.0001631842,0.0004188186,0.00001484648,0.00005000761,0.00369323],"genre_scores_gemma":[0.9980751,0.000434011,0.0006558509,0.0004122876,0.00006922383,0.000009195405,0.00004564086,0.000005487766,0.0002932117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0349402,"threshold_uncertainty_score":0.238112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04247618838525576,"score_gpt":0.3787685125232818,"score_spread":0.3362923241380261,"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."}}