{"id":"W3041982847","doi":"10.1016/j.jcjd.2020.07.001","title":"Barriers to, and Facilitators of, Lifestyle Changes to Prevent Gestational Diabetes: An Interpretive Description of South Asian Women and Health-Care Providers Living and Working in Southern Ontario, Canada","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Population Health Research Institute; McMaster University; McMaster University Medical Centre; Impact","funders":"Hamilton Health Sciences","keywords":"Medicine; Gestational diabetes; Gerontology; Nursing; Health care; Family medicine; Pregnancy; Gestation; Economic growth","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.006137458,0.0008372961,0.0008145506,0.002049427,0.01756699,0.005588184,0.002447884,0.001289097,0.001648816],"category_scores_gemma":[0.00901993,0.0008212681,0.0007788144,0.004166367,0.007754037,0.002408079,0.00600227,0.003360095,0.0001232779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05080913,"about_ca_system_score_gemma":0.08799065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9493327,"about_ca_topic_score_gemma":0.9786515,"domain_scores_codex":[0.9966255,0.001118882,0.0002614531,0.0002507433,0.0005560654,0.001187332],"domain_scores_gemma":[0.9934551,0.002896514,0.001017323,0.0001676966,0.001541729,0.0009216021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002097523,0.00002300233,0.03241609,0.00006622255,0.000007601223,0.0003191151,0.9651992,0.00001354541,0.0001494165,0.0002317935,0.0002697255,0.00128338],"study_design_scores_gemma":[0.00000201086,0.000009396285,0.01349644,0.00006891927,0.000007386055,0.00003948186,0.985514,0.00002186367,0.00002697168,0.00003819745,0.0007681784,0.00000701439],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945617,0.000587361,0.0001595362,0.001955409,0.00002832382,0.00009960508,0.0001436873,0.000003169913,0.002461108],"genre_scores_gemma":[0.9957825,0.001060829,0.0004076478,0.0008411626,0.00001128046,0.0001324014,0.0001312073,0.00001403889,0.001618984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05080913,"threshold_uncertainty_score":0.3686478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553701478647674,"score_gpt":0.2336516490965135,"score_spread":0.2181146343100368,"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."}}