{"id":"W4318253665","doi":"10.2337/cd22-0090","title":"Effectiveness of RADAR: An Innovative Model to Organize Diabetes Care in First Nations Communities","year":2023,"lang":"en","type":"article","venue":"Clinical Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alliance for Canadian Health Outcomes Research in Diabetes; University of Calgary; University of Alberta","funders":"Lawson Foundation; Canadian Institutes of Health Research; Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"Medicine; Diabetes mellitus; Primary care; Diabetes management; Radar; Health care; Disease; Type 2 diabetes; Disease management; Family medicine; Nursing; Internal medicine; Economic growth","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001314089,0.000156151,0.0005231392,0.0006036217,0.000107468,0.00002302002,0.0002205215,0.0001097626,0.00003222883],"category_scores_gemma":[0.002097175,0.0001498315,0.00007436782,0.002456013,0.0001578574,0.0001802925,0.0001663566,0.000222051,0.0001425436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007269771,"about_ca_system_score_gemma":0.0001157677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001550129,"about_ca_topic_score_gemma":0.0001580727,"domain_scores_codex":[0.9984345,0.0002406207,0.0005557805,0.0002389935,0.0001994763,0.0003306637],"domain_scores_gemma":[0.996141,0.002723519,0.00009775398,0.0004470861,0.0004691517,0.0001215201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003781714,0.0004195739,0.9907075,0.001135613,0.00007600857,4.606437e-7,0.002761567,0.0003141376,0.00073657,0.0007100055,0.0005364019,0.002564377],"study_design_scores_gemma":[0.001182045,0.0007956307,0.9851461,0.0009687095,0.00006101519,9.974374e-9,0.003164059,0.003311277,0.003935353,0.0008712704,0.0003838749,0.0001806293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965709,0.00006229593,0.000008511186,0.0005112424,0.0002666394,0.0007184847,0.00004383813,0.0001252354,0.001692781],"genre_scores_gemma":[0.9981534,0.00003649431,0.0005538976,0.000301927,0.00006780976,0.0001466463,0.0006151604,0.00003423368,0.00009036834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005561341,"threshold_uncertainty_score":0.6109953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05971675386190094,"score_gpt":0.3771619450481275,"score_spread":0.3174451911862265,"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."}}