{"id":"W3089661440","doi":"","title":"Incidence and Longitudinal Changes in the Prevalence of Diabetes among Rural Residents of Saskatchewan, Canada","year":2020,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Geography; Diabetes mellitus; Medicine; Longitudinal study; Demography; Gerontology; Environmental health; Socioeconomics; Sociology; Endocrinology; Pathology","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":[0.0006945911,0.0003560056,0.0002505558,0.001548602,0.001534274,0.000940054,0.001412081,0.000353801,0.002384973],"category_scores_gemma":[0.002097628,0.0003737821,0.0004530525,0.004142148,0.0004848232,0.000437759,0.0009494689,0.0007797561,0.0003616656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01676071,"about_ca_system_score_gemma":0.02392183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9896398,"about_ca_topic_score_gemma":0.9936516,"domain_scores_codex":[0.9991164,0.00009140476,0.00006557465,0.0001666241,0.0002765265,0.000283444],"domain_scores_gemma":[0.9967662,0.0001668123,0.0006026089,0.0001156611,0.001778675,0.0005700567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005114281,0.0000207104,0.996003,0.0000231632,0.00005189749,0.00004025712,0.0002172799,0.00007515958,0.0001155899,0.0000248362,0.0008406668,0.002536391],"study_design_scores_gemma":[0.000005985041,0.00001225449,0.9988199,0.00002190085,0.00001639338,0.00002994845,0.0005907633,0.0001314096,0.00003412606,0.00001208538,0.0003192875,0.000005719469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857354,0.0007997361,0.0001684126,0.0003438705,0.00001901552,0.00007076695,0.01056991,0.00002290154,0.002269993],"genre_scores_gemma":[0.9938977,0.0007121009,0.0002198018,0.0001100214,0.000005842841,0.00005535176,0.00386273,0.000006086183,0.001130424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01676071,"threshold_uncertainty_score":0.121608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006723138280394566,"score_gpt":0.1803966612543251,"score_spread":0.1736735229739305,"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."}}