{"id":"W3034682118","doi":"10.2337/db20-404-p","title":"404-P: Cardiovascular Risk Scoring and Stratification in Patients with Type 2 Diabetes Enrolled in a Medicare Advantage Plan","year":2020,"lang":"en","type":"article","venue":"Diabetes","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Generalizability theory; Type 2 diabetes; Retrospective cohort study; Internal medicine; Unstable angina; Cohort; Emergency medicine; Statistic; Myocardial infarction; Diabetes mellitus; Statistics","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":[0.001499898,0.0003583698,0.0003467393,0.0008276346,0.0002671189,0.0007492262,0.0004475327,0.0003416782,0.002348107],"category_scores_gemma":[0.003924374,0.0001453213,0.0006526284,0.0008955132,0.0001121843,0.0003191607,0.0005016678,0.0005066348,0.0004803401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004302176,"about_ca_system_score_gemma":0.0007885867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01191744,"about_ca_topic_score_gemma":0.01074556,"domain_scores_codex":[0.9995582,0.0002019307,0.00003316872,0.00005412159,0.0001054335,0.00004725001],"domain_scores_gemma":[0.9991664,0.0002914081,0.0002352675,0.00005883853,0.000130687,0.0001175557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001737808,0.00009279538,0.9915263,0.000008090405,0.00005904236,0.00004762256,0.0000188581,0.0008576951,0.00005767899,0.00005317551,0.0009791481,0.006125726],"study_design_scores_gemma":[0.00007072237,0.000312783,0.9496176,0.00002900863,0.00008484613,0.0003008521,0.0001107527,0.04801025,0.0001569314,0.0004091791,0.0008851741,0.00001195246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992167,0.0001773229,0.001906091,0.0005595028,0.00002788768,0.00008423237,0.003211722,0.00006441048,0.001801869],"genre_scores_gemma":[0.9947633,0.00007263164,0.002408443,0.00008937448,0.00003415584,0.00005645364,0.002118303,0.000005588879,0.0004517642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01191744,"threshold_uncertainty_score":0.02369612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09988723450812782,"score_gpt":0.3037954186509194,"score_spread":0.2039081841427916,"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."}}