{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007076898,0.0002365184,0.0003664206,0.002748871,0.0003309557,0.0007594064,0.0005854964,0.0003074841,0.008274696],"category_scores_gemma":[0.004137892,0.0002080725,0.0007677323,0.004356359,0.000159271,0.0003999404,0.0004026946,0.0005462911,0.0008427126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001880219,"about_ca_system_score_gemma":0.001262402,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1715914,"about_ca_topic_score_gemma":0.2183592,"domain_scores_codex":[0.9984099,0.0001842139,0.0002535187,0.000249649,0.0006455868,0.0002571603],"domain_scores_gemma":[0.9972271,0.0002182044,0.001321681,0.0001201278,0.0007833279,0.0003294788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001614729,0.00003511676,0.9831333,0.0001661422,0.0001975976,0.00005762903,0.00009484989,0.0001198059,0.00007747714,0.0001201636,0.00653846,0.009297976],"study_design_scores_gemma":[0.00001093218,0.00001981977,0.9975049,0.00003919565,0.00003865148,0.0001378428,0.00009296853,0.0001268838,0.00002193558,0.00003041411,0.001969195,0.000007304261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7660844,0.006843214,0.001315982,0.00110567,0.0002302358,0.0004234945,0.1900605,0.0002777491,0.03365877],"genre_scores_gemma":[0.9397843,0.002644293,0.00101985,0.0003024962,0.0001270882,0.000347534,0.04989229,0.00003071653,0.005851425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8284086,"threshold_uncertainty_score":0.3411853,"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."}}