{"id":"W4412212051","doi":"","title":"Risk of diabetic retinopathy according to subtype of type 2 diabetes – a Danish register-based cohort study","year":2024,"lang":"en","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Danish; Register (sociolinguistics); Diabetic retinopathy; Medicine; Type 2 diabetes; Cohort; Diabetes mellitus; Cohort study; Optometry; Internal medicine; Endocrinology","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":[0.001213141,0.0005484534,0.001244517,0.001713503,0.001368513,0.001770126,0.001037258,0.001144815,0.001990541],"category_scores_gemma":[0.002314765,0.001773329,0.002084675,0.003153335,0.0004318657,0.0007013087,0.001087745,0.0009953841,0.0003978827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022818,"about_ca_system_score_gemma":0.001127017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08371621,"about_ca_topic_score_gemma":0.09447764,"domain_scores_codex":[0.9979447,0.000313248,0.0003343918,0.0008144014,0.0002760144,0.0003172737],"domain_scores_gemma":[0.9981127,0.0001949875,0.0006753822,0.0004474109,0.0002866604,0.0002829478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009664077,0.0001042896,0.9950687,0.00005684683,0.001026933,0.0002397663,0.0002134475,0.0001131578,0.0007261656,0.00007988527,0.0004099984,0.000994497],"study_design_scores_gemma":[0.00003448593,0.00005266516,0.998752,0.00001373908,0.0002620602,0.0001693454,0.0001607738,0.0001573226,0.00004251687,0.00002149486,0.0003207444,0.00001282804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993584,0.001304775,0.0002041813,0.00003920789,0.00003599771,0.00003466478,0.003582741,0.00001081541,0.001203688],"genre_scores_gemma":[0.9968613,0.0003892725,0.0001775857,0.00002402447,0.00001052391,0.00002157554,0.00195846,0.000005815912,0.0005513502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08371621,"threshold_uncertainty_score":0.1664579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244069856444814,"score_gpt":0.2714419371993655,"score_spread":0.2490012386349174,"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."}}