{"id":"W2049066434","doi":"10.1249/mss.0b013e3181b5419a","title":"Nutrition and Exercise Prevent Excess Weight Gain in Overweight Pregnant Women","year":2010,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":169,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Western University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Weight gain; Overweight; Pregnancy; Body mass index; Obstetrics; Cohort; Gestation; Obesity; Pedometer; Birth weight; Gynecology; Physical therapy; Internal medicine; Body weight; Physical activity","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":[0.0002683864,0.0002303516,0.0002865807,0.0001516822,0.0001639619,0.0001133588,0.0001547069,0.0002806486,0.000921356],"category_scores_gemma":[0.0009464898,0.0001006552,0.0001892931,0.00008887645,0.0001054,0.00008121245,0.0002428945,0.0002702181,0.0001047513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001104543,"about_ca_system_score_gemma":0.0002660029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00109485,"about_ca_topic_score_gemma":0.001413634,"domain_scores_codex":[0.9999043,0.0000362695,0.00000881221,0.000012228,0.00001474619,0.00002362734],"domain_scores_gemma":[0.999866,0.0000360651,0.00003783639,0.000006067035,0.000007866908,0.00004619306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.05180225,0.02370689,0.3056461,0.001139818,0.0006302175,0.0008087335,0.0005430916,0.0007767077,0.02980871,0.0001536837,0.001477069,0.5835067],"study_design_scores_gemma":[0.008569443,0.08901699,0.8881169,0.0005939925,0.0008892546,0.0009331679,0.0005081872,0.001595126,0.006135453,0.0001904969,0.003437903,0.00001305766],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979125,0.001153381,0.0001123359,0.0001671294,0.00002697915,0.00006836068,0.00002633248,0.000008765927,0.0005240862],"genre_scores_gemma":[0.9965737,0.0017671,0.0007675481,0.0002030675,0.00004565096,0.0001949165,0.00007934139,0.00000217014,0.00036651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00109485,"threshold_uncertainty_score":0.003082275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028892106042589,"score_gpt":0.2864824706112803,"score_spread":0.2761935495508545,"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."}}