{"id":"W7018431960","doi":"","title":"Diabetes-Related Complication in Canada; Prevalence of Complication, Their Association with Determinants and Future Potential Cost-Effectiveness of Pharmacy-Based Intervention","year":2019,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Disease; Intervention (counseling); Blood pressure; Complication; Public health; Population; Epidemiology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002182636,0.0002163872,0.0007677621,0.000358509,0.00006002581,0.000004546798,0.0002496049,0.0002076715,0.00007841797],"category_scores_gemma":[0.000005943581,0.0002580927,0.000227062,0.0004308158,0.00008334494,0.0004556352,0.000048867,0.0002645771,8.772913e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003898169,"about_ca_system_score_gemma":0.001314993,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2816978,"about_ca_topic_score_gemma":0.1947041,"domain_scores_codex":[0.9985783,0.0002919055,0.000231118,0.0003647355,0.0003603009,0.000173719],"domain_scores_gemma":[0.9983943,0.0001017284,0.000816773,0.0003224788,0.0002825746,0.00008211043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003201652,0.0003690655,0.9395509,0.01201638,0.000813852,0.00002153657,0.003263297,0.0001868366,0.001631134,0.000006741018,0.00003061257,0.038908],"study_design_scores_gemma":[0.005635933,0.0001954573,0.9511527,0.001839554,0.0008170941,0.000001316728,0.02439754,0.001187807,0.01433933,0.000009412259,0.0002031562,0.000220651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973758,0.0003099712,0.00009329674,0.00007508705,0.00009983947,0.001341153,0.0004828936,0.00002135462,0.0002005745],"genre_scores_gemma":[0.9972206,0.0001844746,0.0001843794,0.000006027023,0.00001157198,5.848635e-7,0.001580309,0.00002070092,0.0007913921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0869937,"threshold_uncertainty_score":0.9999871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005140567785250802,"score_gpt":0.1876174738661154,"score_spread":0.1824769060808646,"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."}}