{"id":"W2059372061","doi":"10.1016/j.diabres.2014.07.019","title":"Readiness for diabetes prevention and barriers to lifestyle change in women with a history of gestational diabetes mellitus: Rationale and study design","year":2014,"lang":"en","type":"article","venue":"Diabetes Research and Clinical Practice","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; St. Michael's Hospital; Sunnybrook Health Science Centre; Mount Sinai Hospital; Health Sciences Centre; Canada Research Chairs; University of Toronto; Women's College Hospital","funders":"Banting and Best Diabetes Centre, University of Toronto; Canadian Institutes of Health Research; Lawson Foundation","keywords":"Medicine; Gestational diabetes; Diabetes mellitus; Physical therapy; Gerontology; Pregnancy; Gestation; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01442872,0.002561257,0.00213585,0.002535595,0.005093348,0.002050582,0.002526411,0.003760253,0.007932514],"category_scores_gemma":[0.02119401,0.002594979,0.004580669,0.002522715,0.003514146,0.002532731,0.002889788,0.003318461,0.001050901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003581139,"about_ca_system_score_gemma":0.009836189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007933903,"about_ca_topic_score_gemma":0.01161196,"domain_scores_codex":[0.9882759,0.005984605,0.001288394,0.001835404,0.001008811,0.001606836],"domain_scores_gemma":[0.9936977,0.00293422,0.0009923599,0.0005036075,0.0009884386,0.0008837037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04674972,0.05887561,0.8296193,0.00452727,0.001551869,0.001043665,0.008975551,0.001327489,0.001469907,0.007904159,0.002577871,0.03537763],"study_design_scores_gemma":[0.02971063,0.1728605,0.7310707,0.002378195,0.0052266,0.001466269,0.01853683,0.006093048,0.002788937,0.01127241,0.01813758,0.0004583939],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.8355532,0.001849151,0.004974174,0.001260524,0.0003847666,0.1487887,0.002306529,0.00004241142,0.004840574],"genre_scores_gemma":[0.5415654,0.0009228534,0.01732244,0.001681914,0.0002214167,0.4340181,0.001510711,0.00001972954,0.00273737],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01442872,"threshold_uncertainty_score":0.0763073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1134528624018211,"score_gpt":0.4314533335188649,"score_spread":0.3180004711170438,"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."}}