{"id":"W6987596363","doi":"","title":"Supporting Diabetes Self-Management in Pregnancies Complicated by Type 1 and Type 2 Diabetes","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hamilton Health Sciences","keywords":"Glycemic; Pregnancy; Type 2 diabetes; Hypoglycemia; Diabetes mellitus; Neonatal hypoglycemia","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005416892,0.0002529125,0.000470318,0.0004992687,0.001732456,0.002087451,0.0007966339,0.001423684,0.004676941],"category_scores_gemma":[0.03545834,0.0002354346,0.000632036,0.0003662408,0.0005083004,0.001069769,0.003225302,0.003163065,0.0005289289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001149376,"about_ca_system_score_gemma":0.006813037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007315741,"about_ca_topic_score_gemma":0.0144392,"domain_scores_codex":[0.9957306,0.003070535,0.0001760534,0.0001714803,0.0003813228,0.0004700634],"domain_scores_gemma":[0.9917556,0.004259447,0.00102509,0.0002437817,0.0004342253,0.002281825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003402918,0.0014507,0.09270506,0.001726514,0.0001899376,0.002691135,0.02070807,0.0002600967,0.0004077929,0.003532995,0.03739272,0.8385946],"study_design_scores_gemma":[0.001297247,0.004440954,0.3799685,0.05178555,0.00135857,0.01244608,0.08488638,0.005026812,0.002044389,0.04710129,0.4092702,0.0003740533],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5798017,0.1025282,0.006154482,0.2001384,0.003815854,0.0007621232,0.0007342129,0.0002638933,0.1058011],"genre_scores_gemma":[0.9110317,0.05539219,0.01220745,0.01532584,0.001009824,0.000806741,0.0004209172,0.00004331415,0.003761986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007315741,"threshold_uncertainty_score":0.02864754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293513452668864,"score_gpt":0.2542313487594756,"score_spread":0.241296214232787,"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."}}