{"id":"W1519625419","doi":"10.1016/j.diabres.2012.09.015","title":"Tianjin Gestational Diabetes Mellitus Prevention Program","year":2012,"lang":"en","type":"article","venue":"Diabetes Research and Clinical Practice","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"National Institutes of Health","keywords":"Medicine; Gestational diabetes; Overweight; Waist; Diabetes mellitus; Body mass index; Physical therapy; Obesity; Randomized controlled trial; Pregnancy; Internal medicine; Obstetrics; 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"],"consensus_categories":[],"category_scores_codex":[0.008603283,0.0001723572,0.0003270648,0.000244865,0.0002625246,0.0001693044,0.0001475588,0.0001551064,0.0003638015],"category_scores_gemma":[0.01712095,0.0001469558,0.0001317876,0.0005217379,0.0005415757,0.000987015,0.0002416274,0.001028616,0.0005234965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007924647,"about_ca_system_score_gemma":0.0001996423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009265342,"about_ca_topic_score_gemma":0.000002251137,"domain_scores_codex":[0.9950413,0.001020417,0.0005928313,0.0004471986,0.001555283,0.001342979],"domain_scores_gemma":[0.9907931,0.006547784,0.0001221571,0.0003458068,0.001052121,0.001139044],"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":[0.0003703881,0.007624086,0.4114738,0.0004763738,0.0006682954,0.00001121108,0.00007223149,5.192094e-7,0.0002222273,0.006119574,0.01954166,0.5534196],"study_design_scores_gemma":[0.001673106,0.003968879,0.6317052,0.0001151176,0.0001318975,0.000002431909,0.0003620726,0.0005713057,0.0002395359,0.003094728,0.3579557,0.0001800056],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621074,0.005826029,0.00003692099,0.01007205,0.0002044839,0.001927247,0.00002074686,0.000110771,0.01969442],"genre_scores_gemma":[0.9761131,0.002661604,0.01508491,0.001140508,0.0008229052,0.0004669547,0.0003523086,0.0000386367,0.00331908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5532396,"threshold_uncertainty_score":0.9911582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1479326024917886,"score_gpt":0.527411110772104,"score_spread":0.3794785082803154,"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."}}