{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001047798,0.0001357069,0.0001585038,0.00066934,0.0002181801,0.0004384354,0.0002890776,0.0003524036,0.002969996],"category_scores_gemma":[0.007985645,0.0001561965,0.000346404,0.000656462,0.0001610241,0.0002925057,0.0003279155,0.0006188119,0.0001621825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002171383,"about_ca_system_score_gemma":0.0003219061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00939934,"about_ca_topic_score_gemma":0.0132677,"domain_scores_codex":[0.9994971,0.0001399208,0.00007326429,0.00008891778,0.0001111908,0.00008966544],"domain_scores_gemma":[0.9928502,0.002373181,0.003442434,0.0002295826,0.0004302812,0.0006744728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001688124,0.00001625437,0.9994096,0.00000318508,0.00002281095,0.000008523731,0.000008470168,0.00001449223,0.00001446542,0.000006236903,0.00004816346,0.0004310023],"study_design_scores_gemma":[8.851615e-7,0.00002025686,0.999703,0.000004348499,0.0000103005,0.00005094445,0.00002433261,0.0001138312,0.000009902372,0.00000530144,0.00005603131,9.02377e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979345,0.0003918411,0.00008097981,0.0001474865,0.000009743305,0.000007709494,0.0007749428,0.000004913733,0.0006479287],"genre_scores_gemma":[0.9993535,0.00009185899,0.00006161442,0.00002290064,0.0000113326,0.000004416242,0.0003440329,0.000001226365,0.0001091129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00939934,"threshold_uncertainty_score":0.01868927,"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."}}