{"id":"W4403736265","doi":"10.1177/15579883241288978","title":"Health Care Engagement in Disease Prevention and Management: Factors Influencing Chronic Disease Program Referral Adherence Among Non-Hispanic Black and Hispanic Men With Chronic Conditions","year":2024,"lang":"en","type":"article","venue":"American Journal of Men s Health","topic":"Diabetes Management and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Texas A and M University","keywords":"Medicine; Referral; Family medicine; Attendance; Helpfulness; Health care; Disease; Logistic regression; Disease management; Chronic disease; Gerontology; Psychology","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":[0.0009209052,0.000147401,0.0002088753,0.0005263925,0.0006109349,0.0007166266,0.0002650839,0.0004266251,0.002635905],"category_scores_gemma":[0.003840048,0.0001701894,0.0003333306,0.0006059267,0.0002058362,0.0003827212,0.0004029505,0.0006527397,0.0001664179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002169553,"about_ca_system_score_gemma":0.0005260931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01649006,"about_ca_topic_score_gemma":0.0203341,"domain_scores_codex":[0.9994596,0.0001689494,0.00005192331,0.00006198899,0.0001332889,0.0001242492],"domain_scores_gemma":[0.9981357,0.0003624682,0.0009546223,0.00005827683,0.0001523026,0.0003366379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001511148,0.0001188047,0.9972855,0.000008144151,0.00002339534,0.00001875395,0.0002151014,0.00001542627,0.00005141924,0.00001198135,0.0000698865,0.002166532],"study_design_scores_gemma":[0.000002168241,0.00005289094,0.9988002,0.00001316867,0.00001038377,0.00005152091,0.0007598085,0.0001258046,0.00002046359,0.00001114353,0.0001509926,0.00000155516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989243,0.0001894517,0.00005177524,0.0001720664,0.000004941764,0.00001367011,0.00008147742,0.000001943284,0.0005604253],"genre_scores_gemma":[0.9993618,0.0001193251,0.00006717713,0.0001011162,0.00001156306,0.000009871946,0.0000885176,0.000001155237,0.0002394246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01649006,"threshold_uncertainty_score":0.03278816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728809205339573,"score_gpt":0.3455235336610658,"score_spread":0.32823544160767,"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."}}