{"id":"W3093030581","doi":"10.1016/j.fertnstert.2020.08.1342","title":"A PRECONCEPTION LIFESTYLE INTERVENTION IMPROVES SOME GESTATIONAL OUTCOMES AND NEONATAL MARKERS OF ADIPOSITY IN WOMEN WITH OBESITY AND INFERTILITY","year":2020,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Medicine; Pregnancy; Obstetrics; Overweight; Adiponectin; Randomized controlled trial; Birth weight; Obesity; Gynecology; Umbilical cord; Internal medicine; Insulin resistance","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":[0.0002527016,0.0002015999,0.0003140826,0.0001686918,0.0002547527,0.0002105758,0.0001480149,0.0002903061,0.002900772],"category_scores_gemma":[0.001156077,0.0001212713,0.0003195955,0.000203275,0.0001244821,0.0001496187,0.0001941759,0.0004532998,0.00009282646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001777621,"about_ca_system_score_gemma":0.000358375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002973365,"about_ca_topic_score_gemma":0.006170609,"domain_scores_codex":[0.9999366,0.00002161238,0.000006337844,0.000009959045,0.00001002296,0.00001554336],"domain_scores_gemma":[0.9997914,0.0000627212,0.0000575269,0.00001302745,0.0000129774,0.00006227644],"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":[0.03952476,0.02301329,0.3597514,0.001366509,0.00149218,0.0006517029,0.0008453234,0.0006263917,0.01178668,0.0002981961,0.002396102,0.5582475],"study_design_scores_gemma":[0.002420876,0.0188753,0.9723302,0.0002393868,0.0009343893,0.0003131373,0.0005177428,0.000412153,0.001248726,0.0002732017,0.002417158,0.00001769166],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954436,0.002257921,0.00009157432,0.0006065198,0.00008783198,0.000042149,0.0001004215,0.00001304909,0.001356981],"genre_scores_gemma":[0.9966336,0.001496138,0.0004690424,0.0003567156,0.00005816217,0.00004310238,0.0001064342,0.000002572172,0.0008341661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002973365,"threshold_uncertainty_score":0.009704053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318142485030361,"score_gpt":0.2593651963512011,"score_spread":0.2461837715008975,"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."}}