{"id":"W4315436400","doi":"10.1097/md.0000000000031683","title":"Management of gestational weight gain in obese or overweight women based on resting energy expenditure: A pilot cohort study","year":2022,"lang":"en","type":"article","venue":"Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Ottawa","funders":"","keywords":"Medicine; Overweight; Resting energy expenditure; Body mass index; Obstetrics; Weight management; Weight gain; Pregnancy; Gestation; Cohort study; Physical therapy; Cohort; Pediatrics; Internal medicine; Body weight","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":[0.001324969,0.0006911166,0.0005951697,0.0004219643,0.0009657246,0.0004463809,0.0003994328,0.000548968,0.001442263],"category_scores_gemma":[0.001535975,0.0005101099,0.001006446,0.0003768156,0.0003857272,0.0005244074,0.0004895787,0.0009350654,0.0002853027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005146281,"about_ca_system_score_gemma":0.00110504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006844228,"about_ca_topic_score_gemma":0.008694378,"domain_scores_codex":[0.9995804,0.0001179148,0.00004077587,0.00009939016,0.00005704939,0.0001044062],"domain_scores_gemma":[0.9992186,0.0000976308,0.0001553345,0.0001248274,0.0001242809,0.0002793708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01785918,0.02220774,0.9260067,0.0003134851,0.0006034723,0.001040723,0.002933631,0.0001169834,0.003565636,0.0001167967,0.001047097,0.02418852],"study_design_scores_gemma":[0.002677868,0.04708299,0.9447057,0.00006218533,0.0005439003,0.0004466409,0.00208289,0.0004217527,0.0005147851,0.00008019309,0.001333851,0.00004723562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990135,0.0001172139,0.0001325262,0.00003340084,0.00001347709,0.0003188272,0.0001506494,0.000004375266,0.0002159567],"genre_scores_gemma":[0.9972253,0.0002459138,0.0006320371,0.0001259469,0.00002994607,0.0007766727,0.0003412561,0.00000362073,0.0006193857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006844228,"threshold_uncertainty_score":0.01360875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02491358522839127,"score_gpt":0.3045010936326699,"score_spread":0.2795875084042786,"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."}}