{"id":"W4377861586","doi":"10.4236/jdm.2023.132016","title":"Gestational Diabetes and Infertility","year":2023,"lang":"en","type":"article","venue":"Journal of Diabetes Mellitus","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"CReATe Fertility Centre","funders":"","keywords":"Infertility; Gestational diabetes; Medicine; Pregnancy; Obstetrics; Fertility; Obesity; Gynecology; Population; Endocrinology; Gestation; Biology; Environmental health","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":[0.0005424912,0.0003643818,0.0006274302,0.0008067257,0.0005983373,0.001171903,0.0003450827,0.0009903366,0.01117567],"category_scores_gemma":[0.002702546,0.0001393371,0.0005965613,0.001471412,0.0004839523,0.0004385468,0.000812523,0.001560185,0.001387457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007027243,"about_ca_system_score_gemma":0.001538215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004911615,"about_ca_topic_score_gemma":0.003330712,"domain_scores_codex":[0.9993632,0.0001913896,0.00008175457,0.00009004485,0.0001490607,0.0001245742],"domain_scores_gemma":[0.9993605,0.0002516876,0.0001707896,0.00003675533,0.0000957093,0.00008461247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006820919,0.0001857692,0.05523514,0.007047324,0.0004466814,0.005358574,0.001281106,0.00026874,0.001360922,0.04335352,0.1567837,0.7279965],"study_design_scores_gemma":[0.00007236867,0.0001223525,0.0498881,0.005886856,0.0003674651,0.01638904,0.0006248927,0.0001210009,0.0003425488,0.01264221,0.9134937,0.00004953773],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01914319,0.8802557,0.001227868,0.02179959,0.005100946,0.00007541433,0.001673618,0.0001030107,0.07062066],"genre_scores_gemma":[0.1679025,0.7984045,0.002222055,0.007763101,0.004017138,0.0001351653,0.002146488,0.00004701394,0.01736197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01117567,"threshold_uncertainty_score":0.0373863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0209584180766171,"score_gpt":0.2955477189185152,"score_spread":0.2745893008418981,"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."}}