{"id":"W4311664020","doi":"10.1111/ijpo.12995","title":"Maternal insulin resistance and maternal β‐cell function during pregnancy for offspring overweight before 2 years of age among women with gestational diabetes","year":2022,"lang":"en","type":"article","venue":"Pediatric Obesity","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Cancer Centre; Dalhousie University","funders":"National Natural Science Foundation of China","keywords":"Offspring; Overweight; Medicine; Gestational diabetes; Insulin resistance; Pregnancy; Odds ratio; Homeostatic model assessment; Obstetrics; Diabetes mellitus; Internal medicine; Endocrinology; Body mass index; Gestation; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001546065,0.00009830169,0.0001700161,0.0001788863,0.0001418578,0.00002004781,0.00007296454,0.00002066174,0.0001027047],"category_scores_gemma":[0.00002179051,0.00009795933,0.00002955665,0.0001721255,0.00003937419,0.0001133117,0.0001159288,0.0001225672,0.00000145527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001361948,"about_ca_system_score_gemma":0.00005092324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003609875,"about_ca_topic_score_gemma":0.00002043397,"domain_scores_codex":[0.99874,0.0000303568,0.0001944635,0.000231507,0.0005054399,0.0002982689],"domain_scores_gemma":[0.999517,0.00004768057,0.000132479,0.000111774,0.0000757105,0.0001153695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004188985,0.0001468964,0.9959026,0.002012246,0.00004582741,0.00003939336,0.0002829846,0.00007152836,0.0003987571,0.0001021825,0.00004450936,0.0005341871],"study_design_scores_gemma":[0.001775347,0.0004365797,0.9964938,0.00004142934,0.00006349326,0.000001146761,0.00008421982,0.00007817388,0.0003713761,0.0004555038,0.0001144002,0.00008458999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986483,0.0003866836,0.00007239247,0.00002836024,0.00004570528,0.0005403094,0.0001112514,0.00002310919,0.0001438509],"genre_scores_gemma":[0.9964887,0.00009400736,0.0008333544,0.00001373952,0.00008801396,0.0002652558,0.00004548546,0.00001809246,0.00215332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002159606,"threshold_uncertainty_score":0.3994666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004465792594402959,"score_gpt":0.198794784195268,"score_spread":0.1943289916008651,"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."}}