{"id":"W3001830091","doi":"10.1016/j.jcjd.2020.01.007","title":"Lipoprotein(a) and Apolipoproteins as Predictors for Diabetic Retinopathy and Its Severity in Adults With Type 2 Diabetes: A Case-Cohort Study","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cutoff; Apolipoprotein B; Internal medicine; Receiver operating characteristic; Apolipoprotein A1; Diabetes mellitus; Gastroenterology; Type 2 diabetes; Diabetic retinopathy; Univariate analysis; Retinopathy; Lipoprotein(a); Cohort; Logistic regression; Area under the curve; Lipoprotein; Multivariate analysis; Endocrinology; Cholesterol","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009472332,0.000277177,0.0008878393,0.0002739821,0.0001490038,0.00006010016,0.0001053152,0.0001344499,0.00002324489],"category_scores_gemma":[0.0009002834,0.00022465,0.0001036685,0.0004084728,0.0001037026,0.0001792105,0.00002336861,0.0004526472,0.000001545381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000129963,"about_ca_system_score_gemma":0.00109259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001938386,"about_ca_topic_score_gemma":0.009700331,"domain_scores_codex":[0.9979908,0.0001346187,0.0005117347,0.0003889743,0.0003573751,0.0006165355],"domain_scores_gemma":[0.9973376,0.00006599774,0.0002040422,0.0002402328,0.000378351,0.001773801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009612158,0.00006229808,0.9883602,0.0008837616,0.0003912551,0.0008391467,0.002484019,0.00000308721,0.00006217386,0.000007044789,0.00004973834,0.006761177],"study_design_scores_gemma":[0.006915265,0.01294457,0.9737349,0.001266581,0.0006487734,0.0003340328,0.002006333,0.0004380165,0.0007718776,0.00004932542,0.0005148741,0.0003755036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891385,0.006284124,0.000001984208,0.001095069,0.0001025781,0.003272705,0.00004109405,0.00001329328,0.0000505932],"genre_scores_gemma":[0.9985477,0.00004369151,0.0001756538,0.0006615897,0.0003953912,0.0001050422,0.000005890076,0.00005389448,0.00001108959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01462533,"threshold_uncertainty_score":0.9160963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009832511497848228,"score_gpt":0.218905978276929,"score_spread":0.2090734667790808,"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."}}