{"id":"W3165899071","doi":"10.1155/2021/5544599","title":"The Relationship between Fetal Abdominal Wall Thickness and Intrapartum Complications amongst Mothers with Pregestational Type 2 Diabetes","year":2021,"lang":"en","type":"article","venue":"Journal of Diabetes Research","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital Research Institute of Manitoba; University of Manitoba","funders":"Children's Hospital Research Institute of Manitoba; Manitoba Medical Service Foundation","keywords":"Medicine; Obstetrics; Fetus; Abdominal wall; Type 2 diabetes; Pregnancy; Diabetes mellitus; Endocrinology; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002200268,0.0001298619,0.0002679942,0.0003008215,0.0005502428,0.0002304697,0.0002219747,0.00006533385,0.00004369413],"category_scores_gemma":[0.002918237,0.00008441466,0.00007076438,0.0007841685,0.0006521468,0.0002385567,0.0001042653,0.0008983366,0.00002036385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001202923,"about_ca_system_score_gemma":0.0006735229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003003733,"about_ca_topic_score_gemma":0.00001283917,"domain_scores_codex":[0.9968526,0.0004482337,0.0004179735,0.0002130544,0.001506693,0.0005614684],"domain_scores_gemma":[0.9910983,0.005364136,0.0001597274,0.0002683387,0.002731645,0.0003778269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007258385,0.0001294623,0.9848278,0.0002017606,0.0003404567,0.00001764364,0.0001557235,0.00002745035,0.001134304,0.003135886,0.003079927,0.006876962],"study_design_scores_gemma":[0.001008123,0.0007109129,0.9864485,0.0002857193,0.00007610668,0.0000123884,0.0005574659,0.0003936412,0.0005914207,0.004588927,0.005237726,0.00008910833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733258,0.001809531,0.00007808563,0.02337687,0.0000392745,0.0003486473,0.00001386662,0.000008628679,0.0009992599],"genre_scores_gemma":[0.996134,0.0002172034,0.001979381,0.0001436191,0.000164948,0.00003281952,0.00005556729,0.00002450799,0.001247976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02323326,"threshold_uncertainty_score":0.4232079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.074896300805757,"score_gpt":0.3681336810673184,"score_spread":0.2932373802615614,"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."}}