{"id":"W4233208704","doi":"10.1089/dia.2021.2507","title":"Technology and Pregnancy","year":2021,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; University of Calgary","funders":"","keywords":"Medicine; Pregnancy; Gestational diabetes; Glycemic; Type 1 diabetes; Type 2 diabetes; License; Continuous glucose monitoring; Family medicine; Diabetes mellitus; Library science; Obstetrics; Gestation; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002238221,0.0002490705,0.0002568597,0.001065067,0.00221287,0.005983503,0.0003863228,0.003059327,0.01773257],"category_scores_gemma":[0.007713098,0.0001787106,0.00025751,0.0011242,0.006349084,0.002523881,0.003113337,0.00311047,0.001651613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002250698,"about_ca_system_score_gemma":0.0037203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003637668,"about_ca_topic_score_gemma":0.002876702,"domain_scores_codex":[0.9981457,0.0009660156,0.00008636442,0.0001494545,0.0003442628,0.0003082314],"domain_scores_gemma":[0.9972058,0.001689516,0.0003351487,0.0001907755,0.0001697906,0.000409074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005629031,0.00009138753,0.005728974,0.00008917167,0.000009306427,0.0007683066,0.005667551,0.000121318,0.000355218,0.8919601,0.01490956,0.08024278],"study_design_scores_gemma":[0.00002150154,0.0001430469,0.009161692,0.001062097,0.00002246536,0.003699661,0.008582532,0.0001644912,0.0005317854,0.30455,0.6720299,0.00003084833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03556554,0.09910719,0.002855646,0.1607765,0.002131191,0.00004271853,0.0001473827,0.00004105111,0.6993327],"genre_scores_gemma":[0.718336,0.1301429,0.002101681,0.02220934,0.001896521,0.0001101044,0.0001116737,0.00005154088,0.1250404],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01773257,"threshold_uncertainty_score":0.05932134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01758920997769165,"score_gpt":0.2887069529875644,"score_spread":0.2711177430098727,"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."}}