{"id":"W4318253661","doi":"10.2337/figshare.21872040","title":"Effectiveness of RADAR: An Innovative Model to Organize Diabetes Care in First Nations Communities","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Primary care; Medicine; Radar; Type 2 diabetes; Disease management; Diabetes management; Health care; Disease; Family medicine; Nursing; Gerontology; Political science; Internal medicine; Computer science; Telecommunications; Endocrinology","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":[0.03359847,0.0006057385,0.0003999862,0.001409474,0.002420853,0.003109107,0.001830236,0.0007864202,0.005325583],"category_scores_gemma":[0.02730825,0.000319537,0.0006572163,0.0008985881,0.001632006,0.002435709,0.004573758,0.001025532,0.0005296408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01195309,"about_ca_system_score_gemma":0.03333211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07294858,"about_ca_topic_score_gemma":0.1179887,"domain_scores_codex":[0.9720838,0.02210485,0.0005551823,0.001067806,0.00290061,0.001287689],"domain_scores_gemma":[0.9817141,0.008809689,0.001994406,0.002333435,0.001437495,0.003710864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001565062,0.01558939,0.061199,0.001074373,0.0003080436,0.0002123152,0.02324313,0.006473401,0.002061279,0.01026692,0.01618361,0.8618236],"study_design_scores_gemma":[0.01066307,0.04165385,0.6179202,0.003981059,0.001828721,0.0008158734,0.07394029,0.04898252,0.007171711,0.01561754,0.1767171,0.0007081601],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8981426,0.0006265171,0.01439937,0.01614663,0.0002278397,0.005874326,0.0005390705,0.0006857206,0.0633579],"genre_scores_gemma":[0.9033629,0.0005899789,0.08402849,0.00214337,0.00009727985,0.003745136,0.0003612339,0.00006466184,0.00560697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07294858,"threshold_uncertainty_score":0.1776878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04049876709262024,"score_gpt":0.3144870377508012,"score_spread":0.273988270658181,"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."}}