{"id":"W4390282908","doi":"10.5114/fmpcr.2023.132612","title":"Effects of delay in visiting a specialist doctor in type 2 diabetic patients on glycemic control: a retrospective cohort study with a 4-year follow-up","year":2023,"lang":"en","type":"article","venue":"Family Medicine & Primary Care Review","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Glycemic; Retrospective cohort study; Cohort; Internal medicine; Primary care; Cohort study; Pediatrics; Family medicine; Insulin","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001901605,0.0002245793,0.0006121563,0.0007582725,0.0006020539,0.0008282618,0.0006479875,0.0005820151,0.001291387],"category_scores_gemma":[0.005662399,0.0003574557,0.001635634,0.001902954,0.0001744783,0.0006052401,0.0006613227,0.001042888,0.0001943738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007284561,"about_ca_system_score_gemma":0.0007880665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02003895,"about_ca_topic_score_gemma":0.02080568,"domain_scores_codex":[0.998386,0.0002849186,0.0003355356,0.0003040603,0.0004249408,0.0002645574],"domain_scores_gemma":[0.995748,0.0006590162,0.002406399,0.0002467114,0.0005289093,0.0004109374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004252626,0.00005558558,0.9973065,0.00005928453,0.0002115893,0.0001044217,0.0001141478,0.00001798823,0.00002778393,0.00001644497,0.0002166475,0.001444443],"study_design_scores_gemma":[0.00002286392,0.0002117211,0.9985095,0.00007999844,0.0002398737,0.0002371277,0.000278187,0.00007919057,0.00003174032,0.00001489626,0.0002851539,0.000009702165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936671,0.003813625,0.00007552875,0.0001788506,0.00004124796,0.00004844861,0.001781119,0.000002742409,0.0003913977],"genre_scores_gemma":[0.9965131,0.001452069,0.0001183624,0.0001162635,0.00003214132,0.00006743464,0.001460919,0.000002885362,0.0002368711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02003895,"threshold_uncertainty_score":0.03984463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530861648476154,"score_gpt":0.2978155858059273,"score_spread":0.2825069693211657,"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."}}