{"id":"W2154676823","doi":"10.1016/j.jcjd.2012.07.463","title":"Effective Use of Diabetes Risk Assessment Tools in Clinical Practice: Findings from a Literature Review","year":2012,"lang":"en","type":"review","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Clinical Practice; Diabetes mellitus; Risk assessment; Ethnically diverse; Population; Family medicine; Intensive care medicine; Environmental health; Endocrinology; Management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0126311,0.0006913336,0.003045801,0.006493497,0.0004719934,0.002755825,0.001641413,0.001465477,0.00190944],"category_scores_gemma":[0.0491817,0.0005222766,0.001674155,0.009314816,0.0008065688,0.002606098,0.001467343,0.001388031,0.0002127859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002455095,"about_ca_system_score_gemma":0.01075263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01113912,"about_ca_topic_score_gemma":0.02488402,"domain_scores_codex":[0.9923999,0.002307323,0.002341399,0.0005379232,0.00223177,0.0001817422],"domain_scores_gemma":[0.9439914,0.04682857,0.004630912,0.0003738421,0.003723735,0.0004515077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001721615,0.0001259618,0.005418857,0.2062616,0.001516684,0.0002415554,0.001000583,0.000201995,0.0001628609,0.0007587852,0.005788424,0.7783504],"study_design_scores_gemma":[0.0002404699,0.0002966745,0.04270519,0.7423895,0.01624341,0.002327352,0.003772847,0.0003742637,0.0005572058,0.001468947,0.1894785,0.0001456686],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007053718,0.9983791,0.00007157563,0.0004166966,0.0000493784,0.00001847798,0.00003860239,0.000002006718,0.0003187831],"genre_scores_gemma":[0.006048775,0.9930483,0.0004895941,0.0002935961,0.00003323305,0.0000220721,0.00003647573,0.000001391159,0.00002656993],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0126311,"threshold_uncertainty_score":0.06680048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07181232266612009,"score_gpt":0.4048051748634794,"score_spread":0.3329928521973593,"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."}}