{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06125413,0.0002206984,0.0008192223,0.0006399924,0.0002837463,0.0001625871,0.0002464682,0.0003685278,0.00006321671],"category_scores_gemma":[0.1576093,0.0001955322,0.00006720495,0.00138731,0.001290132,0.001492201,0.0005806064,0.003917779,0.00003862338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007776955,"about_ca_system_score_gemma":0.001068887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004413164,"about_ca_topic_score_gemma":0.0008379262,"domain_scores_codex":[0.9702851,0.0232946,0.001272247,0.001025493,0.002882844,0.001239743],"domain_scores_gemma":[0.9195189,0.07315266,0.0004752557,0.0005127487,0.005472217,0.0008682245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003858496,0.009496546,0.9471598,0.0009045126,0.0003470592,0.0001864583,0.0001180569,0.000007427507,0.00004090104,0.0009028069,0.0002562239,0.03672172],"study_design_scores_gemma":[0.007844435,0.008820256,0.9728222,0.002175863,0.00006111526,0.00000562289,0.001541932,0.0009591591,0.0000180529,0.005429951,0.000162506,0.0001589013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875206,0.0005664392,0.0000361159,0.00514049,0.00004763348,0.005610302,0.00004183177,0.00002010868,0.001016451],"genre_scores_gemma":[0.9902862,0.006574509,0.001840218,0.0001173284,0.00006415704,0.0006768996,0.0001107738,0.00003173668,0.0002981814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09635518,"threshold_uncertainty_score":0.9983802,"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."}}