{"id":"W7161773699","doi":"10.82308/54537","title":"Examining patterns of gestational diabetes and gestational hypertension as risk indicators of cardiometabolic disease following two consecutive pregnancies","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gestational diabetes; Gestational hypertension; Disease; Pregnancy; Parity (physics); Diabetes mellitus; Cohort; Insulin resistance; Metabolic syndrome","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001395905,0.0002851945,0.0003067121,0.0008893221,0.0004912847,0.0006384116,0.0009125955,0.0007025251,0.001114095],"category_scores_gemma":[0.006869407,0.0003338162,0.001015116,0.001261153,0.0002964618,0.0006747828,0.001346967,0.0009793885,0.0002258951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005668898,"about_ca_system_score_gemma":0.0007750316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01072147,"about_ca_topic_score_gemma":0.0152168,"domain_scores_codex":[0.9984571,0.0003652238,0.0002497693,0.0004483077,0.0002564727,0.0002232234],"domain_scores_gemma":[0.9969534,0.0007692107,0.001564177,0.0002080276,0.0002057154,0.0002994757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000145046,0.00002466206,0.9975199,0.00002441177,0.0001010153,0.00004611809,0.0002860839,0.00003792203,0.00007538411,0.00004028,0.0000835383,0.001615573],"study_design_scores_gemma":[0.000003953534,0.0001479397,0.9986736,0.00003262789,0.00005198813,0.000161252,0.0005305255,0.0001556996,0.00004560758,0.00003191541,0.0001599523,0.000004984783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980713,0.0004910383,0.0001352313,0.00008421698,0.00001305671,0.00002254033,0.0007252273,0.000003025363,0.0004543755],"genre_scores_gemma":[0.9980367,0.0004679423,0.0003278283,0.0000435326,0.00001657816,0.00006704053,0.0007076987,0.000002654174,0.0003300175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01072147,"threshold_uncertainty_score":0.02131814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.015479770034466,"score_gpt":0.2896969137017956,"score_spread":0.2742171436673296,"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."}}