{"id":"W4239412160","doi":"10.1089/dia.2018.2508","title":"Technology and Pregnancy","year":2018,"lang":"en","type":"review","venue":"Diabetes Technology & Therapeutics","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Institute for Health and Care Research","keywords":"Medicine; Pregnancy; Audit; Family medicine; Population; Diabetes mellitus; Gestational diabetes; Obstetrics; 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":[0.001211761,0.0009549677,0.001137116,0.003027751,0.0005484672,0.002743352,0.0006469989,0.002139528,0.01141481],"category_scores_gemma":[0.003418868,0.0003165042,0.0005839195,0.00259156,0.00188062,0.003197714,0.00220385,0.002608701,0.001800095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001250634,"about_ca_system_score_gemma":0.003833381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001875132,"about_ca_topic_score_gemma":0.002731718,"domain_scores_codex":[0.9992393,0.0002638186,0.0001173911,0.00008659379,0.0002154061,0.00007752349],"domain_scores_gemma":[0.9988691,0.000804431,0.0001600557,0.00003364199,0.0000754698,0.00005719383],"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":[0.000075429,0.00006826937,0.0004014042,0.01944156,0.00009435722,0.0003806021,0.0002848635,0.0001436308,0.000436526,0.0240086,0.04409854,0.9105663],"study_design_scores_gemma":[0.00001867603,0.00004405855,0.0005429094,0.01343377,0.0001091279,0.001160905,0.0001764282,0.00002689572,0.000186332,0.005005016,0.9792826,0.00001329353],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008033225,0.9960341,0.00006837191,0.001033465,0.0004395269,0.000003017691,0.0000084164,0.000002997127,0.002329872],"genre_scores_gemma":[0.001173459,0.996116,0.00009899092,0.001032826,0.0004520353,0.000007362903,0.00001280141,0.000001672567,0.001104755],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01141481,"threshold_uncertainty_score":0.03818631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05097474147388495,"score_gpt":0.3617558875190773,"score_spread":0.3107811460451924,"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."}}