{"id":"W4413358502","doi":"10.5334/ijic.nacic24186","title":"Navigating patients to improve access and reduce health inequities","year":2025,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Business; Medicine; Nursing; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007883613,0.0002166428,0.0002096485,0.0004477207,0.0056269,0.002398048,0.001083665,0.0008877064,0.01083664],"category_scores_gemma":[0.002508033,0.0001354921,0.0002892676,0.000705733,0.001658668,0.0007446025,0.003711659,0.001513721,0.0005187935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007878056,"about_ca_system_score_gemma":0.04102029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.618022,"about_ca_topic_score_gemma":0.8456128,"domain_scores_codex":[0.9991744,0.0001795802,0.00001592806,0.00004509729,0.0001466173,0.0004383388],"domain_scores_gemma":[0.9987779,0.00009917124,0.00006764096,0.00002603257,0.0001795016,0.0008497253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001975275,0.00122409,0.2131829,0.000579533,0.0001042014,0.0007659892,0.01561406,0.001323347,0.001314334,0.02017113,0.2267284,0.5187945],"study_design_scores_gemma":[0.0003417005,0.001110893,0.4807888,0.00238775,0.0002905345,0.001152017,0.07940384,0.002731584,0.001441012,0.0233213,0.4068845,0.0001461223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6157965,0.008845542,0.00373423,0.1687759,0.001028777,0.0004559413,0.001240035,0.0003457093,0.1997773],"genre_scores_gemma":[0.9497396,0.004489226,0.004503037,0.01785578,0.0002193428,0.0001449921,0.0004957726,0.00004280697,0.02250949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.618022,"threshold_uncertainty_score":0.768455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03404355325332454,"score_gpt":0.5054300844440088,"score_spread":0.4713865311906843,"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."}}