{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004341168,0.0003318365,0.0003030248,0.0009742968,0.0008796976,0.0002865045,0.0005519957,0.0002874638,0.009470385],"category_scores_gemma":[0.0006995305,0.0002254634,0.0002771235,0.0009608727,0.0001545731,0.0001944839,0.000727183,0.0005545793,0.0006186379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009109123,"about_ca_system_score_gemma":0.008874056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02021504,"about_ca_topic_score_gemma":0.02704671,"domain_scores_codex":[0.9997855,0.00003773253,0.00002238334,0.00003601847,0.00005029778,0.00006809061],"domain_scores_gemma":[0.9995456,0.00003289651,0.0000555295,0.00003582855,0.00008955963,0.000240465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0008499778,0.001429361,0.413671,0.0008551542,0.0001195353,0.0007478097,0.001031519,0.0004874448,0.004271769,0.002683158,0.07943841,0.4944147],"study_design_scores_gemma":[0.0006667308,0.0004087613,0.9194689,0.0001875183,0.0003483148,0.0005601632,0.000825882,0.001740619,0.001589972,0.0006338743,0.07353429,0.00003494039],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8512623,0.009096393,0.007774979,0.01761642,0.0008985081,0.002667284,0.01398101,0.001113593,0.0955897],"genre_scores_gemma":[0.8914759,0.006700504,0.01186124,0.002621974,0.0003095402,0.002751361,0.01482509,0.00007887288,0.06937542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02021504,"threshold_uncertainty_score":0.04019475,"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."}}