{"id":"W2790848505","doi":"10.1016/j.jcjd.2018.02.007","title":"Endorsement of Diabetes Canada's Alternative Approach to Diagnosis of Gestational Diabetes","year":2018,"lang":"en","type":"letter","venue":"Canadian Journal of Diabetes","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Gestational diabetes; Medicine; Diabetes mellitus; Obstetrics; Population; Pregnancy; Gestation; Pediatrics; Endocrinology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004631114,0.000766559,0.001621937,0.001788863,0.009576376,0.005440165,0.003441839,0.07794115,0.01045815],"category_scores_gemma":[0.05622841,0.0009912353,0.001703045,0.001987265,0.005875092,0.002689128,0.002403125,0.0618699,0.003485589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02885946,"about_ca_system_score_gemma":0.05309846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3268524,"about_ca_topic_score_gemma":0.4557705,"domain_scores_codex":[0.9888715,0.001837893,0.001517703,0.0009249871,0.004006409,0.002841457],"domain_scores_gemma":[0.9596788,0.01579929,0.002227937,0.0007174727,0.01152494,0.01005147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004408325,0.00005253836,0.002328053,0.00007184753,0.00001935889,0.004285007,0.0003938016,0.00009602926,0.0001497515,0.005973415,0.9785216,0.008064441],"study_design_scores_gemma":[0.0002272101,0.00008650749,0.004768985,0.001413173,0.00007599581,0.007018785,0.002141227,0.0009993972,0.000302689,0.007241837,0.9755647,0.0001594298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004379578,0.000558903,0.0000649067,0.9845766,0.01015824,0.00001290609,0.00004617645,0.00001085881,0.004133347],"genre_scores_gemma":[0.007716672,0.001073868,0.0003329728,0.9587601,0.024191,0.00003647262,0.00004825023,0.00002335437,0.007817301],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6731476,"threshold_uncertainty_score":0.6498998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02012922609723919,"score_gpt":0.2458802894823826,"score_spread":0.2257510633851434,"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."}}