{"id":"W3184242466","doi":"10.2147/ijgm.s321063","title":"Adapting Diabetes Risk Scores for Jordan","year":2021,"lang":"en","type":"article","venue":"International Journal of General Medicine","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Framingham Risk Score; Logistic regression; Risk assessment; Internal medicine; Type 2 diabetes; Receiver operating characteristic; Endocrinology; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009798107,0.0001521987,0.000584468,0.0002330779,0.00005395022,0.00002613659,0.0002087302,0.00006436204,0.0002002444],"category_scores_gemma":[0.002584418,0.0001120886,0.0004740846,0.0001223744,0.0000962678,0.0001172872,0.00004396359,0.000276949,0.000004584372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009354385,"about_ca_system_score_gemma":0.000205595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002722157,"about_ca_topic_score_gemma":0.00005568243,"domain_scores_codex":[0.9979334,0.0000801468,0.0006461667,0.0001779129,0.0009387695,0.0002236325],"domain_scores_gemma":[0.9971582,0.00018773,0.0004182817,0.0001843642,0.001847087,0.0002043216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005257565,0.0002652653,0.02918195,0.0001092985,0.004997603,0.0007901192,0.0004156583,0.0003648173,0.03110643,0.0006832962,0.02466218,0.9068976],"study_design_scores_gemma":[0.03304764,0.004569218,0.2665744,0.004797155,0.00362217,0.003075372,0.0009817502,0.004078119,0.2087439,0.009740753,0.4600351,0.0007343976],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737751,0.009887375,0.003891389,0.007879783,0.003199521,0.0001661364,0.00002165443,0.00001583157,0.001163231],"genre_scores_gemma":[0.9679832,0.001173175,0.0149472,0.001746064,0.01295741,0.00001050663,0.00004972205,0.00003548338,0.001097207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9061632,"threshold_uncertainty_score":0.4570841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01908560427383788,"score_gpt":0.2966691180019665,"score_spread":0.2775835137281286,"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."}}