{"id":"W2885230283","doi":"","title":"Healthcare costs associated with gestational diabetes in pregnancy and potential cost- effectiveness of prevention in high-risk women Obesity Research and Clinical Practice","year":2013,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Medicine; Gestational diabetes; Obstetrics; Obesity; Pregnancy; Health care; Clinical Practice; Gynecology; Environmental health; Family medicine; 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":[0.002553653,0.0004093893,0.0006709493,0.001329695,0.0004220834,0.001507047,0.0006432827,0.001219371,0.002761796],"category_scores_gemma":[0.02923753,0.0004232849,0.001818713,0.002176402,0.0004360683,0.001355234,0.0008498727,0.001232043,0.00009727974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004276833,"about_ca_system_score_gemma":0.002681793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02741524,"about_ca_topic_score_gemma":0.02648473,"domain_scores_codex":[0.996068,0.002694037,0.0003058876,0.000114753,0.0004195284,0.0003978488],"domain_scores_gemma":[0.9906624,0.006474099,0.001449896,0.0001910224,0.0006045661,0.0006180966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00574521,0.001228113,0.7737159,0.001404476,0.003273909,0.001054718,0.0004458407,0.02266849,0.0003904267,0.01334615,0.004058104,0.1726686],"study_design_scores_gemma":[0.0007188765,0.002105564,0.9339985,0.001791151,0.003621873,0.00197476,0.002437439,0.03392138,0.0003895926,0.01478506,0.0041479,0.0001077736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9214135,0.04204533,0.001302113,0.0211043,0.0002401058,0.0001544593,0.002792332,0.00001927777,0.01092851],"genre_scores_gemma":[0.9910402,0.007234248,0.0007357922,0.0002490407,0.00008927381,0.00003385809,0.0004443611,0.000002904617,0.0001703789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02741524,"threshold_uncertainty_score":0.05451137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09476267435853104,"score_gpt":0.4874697694729869,"score_spread":0.3927070951144559,"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."}}