{"id":"W2023413780","doi":"10.1097/nhh.0b013e3182778e1f","title":"Oral Diabetes Medications","year":2012,"lang":"en","type":"review","venue":"Home Healthcare Nurse","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Registered Nurses' Association of Ontario","funders":"","keywords":"Diabetes mellitus; Medicine; Intensive care medicine; Health care; Family medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007854,0.0004016212,0.001864377,0.000616617,0.0001420253,0.0000321831,0.0003198152,0.0004598834,0.0008959639],"category_scores_gemma":[0.00007266661,0.0002875857,0.0004726617,0.0007940418,0.000180222,0.00008615056,0.00008994224,0.000959627,0.002588867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002924249,"about_ca_system_score_gemma":0.0007019306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000156245,"about_ca_topic_score_gemma":0.00001196246,"domain_scores_codex":[0.9967656,0.0002747529,0.0006309008,0.0004502866,0.0007034561,0.001174996],"domain_scores_gemma":[0.9976238,0.0001594237,0.0002209178,0.0009012469,0.0001530796,0.0009415234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000191081,0.0001620605,0.0006390856,0.06631948,0.0002397556,0.000009954666,0.00003337283,1.63765e-9,1.867938e-8,0.0006521477,0.006146946,0.9257953],"study_design_scores_gemma":[0.0002392632,0.0001404743,0.0006957902,0.01268804,0.001765416,0.000004218447,0.00002852373,0.000001976233,4.191547e-8,0.00005399217,0.9841323,0.0002499671],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001260721,0.9887911,0.000001236393,0.003478942,0.001029165,0.001935929,0.00005317914,0.0001747115,0.004523096],"genre_scores_gemma":[0.00008673138,0.9837813,0.0001464115,0.0003942337,0.001051493,0.0005171376,0.001190073,0.0001136863,0.01271892],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9779853,"threshold_uncertainty_score":0.9999576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1332385363245366,"score_gpt":0.4520494687701577,"score_spread":0.3188109324456211,"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."}}