{"id":"W2288015466","doi":"10.3109/14767058.2015.1137894","title":"Factors that influence excessive gestational weight gain: moving beyond assessment and counselling","year":2016,"lang":"en","type":"review","venue":"The Journal of Maternal-Fetal & Neonatal Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Children’s Health Research Institute; Western University","funders":"","keywords":"Weight gain; Overweight; Pregnancy; Medicine; Body mass index; Obesity; Obstetrics; Socioeconomic status; Gestation; Body weight; Population; Environmental health; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001714029,0.0007018262,0.001637907,0.00180609,0.0004236313,0.001428491,0.001185013,0.001597935,0.002940094],"category_scores_gemma":[0.00555543,0.0002790252,0.001308122,0.001896368,0.0007120278,0.001095874,0.001006566,0.00192252,0.0006252799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00137028,"about_ca_system_score_gemma":0.005036582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01351859,"about_ca_topic_score_gemma":0.01949841,"domain_scores_codex":[0.9989925,0.0003636654,0.0001565219,0.00009052779,0.0003237961,0.00007306052],"domain_scores_gemma":[0.997795,0.001533872,0.0002691452,0.00003848496,0.0002786996,0.00008483775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006128424,0.00004950007,0.0005069124,0.04063608,0.0002183454,0.000134947,0.0001992834,0.0001152355,0.000104093,0.001939056,0.01256153,0.9434738],"study_design_scores_gemma":[0.0001169528,0.0001601423,0.008803916,0.1834608,0.001307258,0.003132095,0.0007716347,0.0001798215,0.0002677907,0.003776526,0.7979691,0.00005396785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001015342,0.9986104,0.0000470148,0.000599598,0.0000869084,0.000006470577,0.000007771308,0.000002288286,0.00053806],"genre_scores_gemma":[0.001112629,0.9982954,0.000132124,0.0002684702,0.00005477739,0.000007899903,0.00001423194,8.930049e-7,0.0001136768],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01351859,"threshold_uncertainty_score":0.02687979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0407247639571812,"score_gpt":0.3622917526495301,"score_spread":0.3215669886923488,"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."}}