{"id":"W4224327037","doi":"10.1111/dme.14858","title":"Five comparative cohorts to assess the risk of genital tract infections associated with sodium‐glucose cotransporter‐2 inhibitors initiation in type 2 diabetes mellitus","year":2022,"lang":"en","type":"review","venue":"Diabetic Medicine","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; University of Waterloo; Sunnybrook Health Science Centre; Université Laval; University of Alberta; Provincial Laboratory of Public Health","funders":"","keywords":"Medicine; Dapagliflozin; Type 2 Diabetes Mellitus; Diabetes mellitus; Canagliflozin; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001111094,0.0006028861,0.002971562,0.0007205771,0.0001326717,0.00001531351,0.0002036089,0.0001739052,0.000528036],"category_scores_gemma":[0.0005273597,0.0003547126,0.0002659658,0.001969798,0.0002531687,0.0000812225,0.00007963135,0.0007593917,0.00001855783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004604965,"about_ca_system_score_gemma":0.0002956305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008818275,"about_ca_topic_score_gemma":0.0001265365,"domain_scores_codex":[0.9964332,0.0006149625,0.001123091,0.0005365383,0.0008045555,0.0004876602],"domain_scores_gemma":[0.9964149,0.001805386,0.0008496931,0.000536058,0.0001873814,0.0002066014],"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":[0.0002400362,0.01110185,0.157547,0.01500825,0.01653079,0.0004692599,0.01287652,0.0001543637,0.00001189723,0.0002970554,0.007085919,0.778677],"study_design_scores_gemma":[0.008724305,0.01847728,0.09041172,0.04936172,0.05410421,0.00001293075,0.002235085,0.0001211162,0.0001050681,0.0001150891,0.774775,0.00155642],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1951553,0.7959808,0.000006492556,0.0001566886,0.0006393642,0.005007361,0.0001758194,0.00007237367,0.002805901],"genre_scores_gemma":[0.1838076,0.8116493,0.0000198707,0.0001559352,0.0001543863,0.0009145869,0.003022525,0.00007010289,0.0002056502],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7771206,"threshold_uncertainty_score":0.9998905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05354782043790375,"score_gpt":0.3201276623514315,"score_spread":0.2665798419135277,"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."}}