{"id":"W4251216282","doi":"10.1089/dia.2019.2508","title":"Technology and Pregnancy","year":2019,"lang":"en","type":"review","venue":"Diabetes Technology & Therapeutics","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Gestational diabetes; Pregnancy; Type 2 diabetes; Type 1 diabetes; Population; Diabetes mellitus; Family medicine; Pediatrics; Gestation; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001431913,0.0008045009,0.001437635,0.001599219,0.0004619891,0.001746685,0.0006910905,0.002096562,0.01261609],"category_scores_gemma":[0.003466771,0.0003614357,0.0008965075,0.001768977,0.001063836,0.00215045,0.001306951,0.002832353,0.003309977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001184413,"about_ca_system_score_gemma":0.002763473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003311741,"about_ca_topic_score_gemma":0.003308391,"domain_scores_codex":[0.998965,0.0003157565,0.0001565824,0.0001508983,0.000332292,0.00007950592],"domain_scores_gemma":[0.9982096,0.001381686,0.000181037,0.00005366592,0.0001367577,0.00003734407],"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":[0.00009631745,0.0000391305,0.0002988342,0.03758529,0.0001861695,0.0003011849,0.0002136721,0.0001979437,0.0008079669,0.02399147,0.04050566,0.8957764],"study_design_scores_gemma":[0.00001606178,0.00006319769,0.0006893305,0.01611274,0.0001079937,0.001288537,0.00008519684,0.00001875096,0.0002452461,0.003926069,0.9774335,0.00001340324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007275923,0.9960293,0.000116877,0.0006722584,0.0003248471,0.000006399019,0.00002685592,0.000006392602,0.002744376],"genre_scores_gemma":[0.001101327,0.9968567,0.000190491,0.0008224227,0.0001984003,0.0000101383,0.00003202916,0.000003249657,0.0007852564],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01261609,"threshold_uncertainty_score":0.04220504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06303970425215027,"score_gpt":0.3663481646894258,"score_spread":0.3033084604372756,"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."}}