{"id":"W3188358212","doi":"10.46747/cfp.6708601","title":"Diabetes prevalence and complication rates","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Assembly of First Nations; First Nations Health and Social Secretariat of Manitoba; University Health Network; Institute for Work & Health","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Diabetes mellitus; Complication; Medicine; Data science; Intensive care medicine; Computer science; Surgery; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001559412,0.00006835069,0.00008817378,0.00005126223,0.003273189,0.00008219826,0.0001065759,0.00005588148,0.000007670707],"category_scores_gemma":[0.000002710723,0.00007177787,0.0000198629,0.0002448177,0.0001789234,0.0001496316,5.996985e-7,0.00006651789,0.00006392068],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002916844,"about_ca_system_score_gemma":0.01277791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3488621,"about_ca_topic_score_gemma":0.9545164,"domain_scores_codex":[0.999082,0.0001222503,0.00009260102,0.0001988478,0.0001071998,0.0003971427],"domain_scores_gemma":[0.9992267,0.00005584246,0.00003674074,0.0001516782,0.0001676484,0.0003614244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[9.490477e-7,0.00006854286,0.01004915,0.0001512149,0.00002483786,0.000005161214,0.09229539,0.000001520139,0.000351986,0.885079,0.003301265,0.008671043],"study_design_scores_gemma":[0.00004028345,0.000007586012,0.0753017,0.00003062151,0.000008460644,5.237229e-8,0.002897248,0.000007528977,0.0002188346,0.003236355,0.9181336,0.000117775],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6090952,0.001587803,0.000001867901,0.0008670179,0.0002532898,0.0001726028,0.00002227041,0.00002070351,0.3879792],"genre_scores_gemma":[0.9778057,0.003522587,0.00010697,0.01270083,0.0006910897,0.000006379307,0.00004771331,0.00001385111,0.005104917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9148323,"threshold_uncertainty_score":0.9980244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01739786694799634,"score_gpt":0.2713406845102692,"score_spread":0.2539428175622728,"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."}}