{"id":"W7027419315","doi":"","title":"Characterizing and Improving Access to Primary Care for Unattached Patients: Insights from the Primary Care Diabetes Support Program","year":2024,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Primary care; Cohort; Observational study; Medical record; Diabetes mellitus; Descriptive statistics; Retrospective cohort study; Family history","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":[0.002439103,0.0001597204,0.0002287238,0.0009387942,0.000942893,0.001472079,0.0006577543,0.0005086585,0.001036777],"category_scores_gemma":[0.01093658,0.0001551085,0.0005765197,0.001634473,0.0004169889,0.0009451124,0.00158385,0.0011125,0.00006997439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002823264,"about_ca_system_score_gemma":0.005164842,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05696591,"about_ca_topic_score_gemma":0.1168151,"domain_scores_codex":[0.9982576,0.0007429481,0.000113849,0.000147179,0.0003551052,0.0003832879],"domain_scores_gemma":[0.9942821,0.002125385,0.001583372,0.0001440478,0.0005376819,0.001327361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005075099,0.0003431175,0.9592769,0.0001276873,0.00007780085,0.0001254559,0.003209094,0.0001006872,0.00005016259,0.0002840235,0.002098331,0.03425593],"study_design_scores_gemma":[0.00001489239,0.0001234261,0.9933562,0.0001566564,0.00003787419,0.0001111856,0.00386766,0.0003243008,0.00002315143,0.0002475059,0.001730485,0.000006799409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844097,0.00302134,0.0002130473,0.006985317,0.00002800637,0.00009260971,0.000715772,0.000006271993,0.004527837],"genre_scores_gemma":[0.9960986,0.002009278,0.0005051685,0.0007499674,0.0000361204,0.00003743501,0.0004053818,0.000002766782,0.000155265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9430341,"threshold_uncertainty_score":0.1132687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05165641073608093,"score_gpt":0.3150766504459942,"score_spread":0.2634202397099133,"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."}}